{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# imports\n", "from __future__ import annotations\n", "from typing import List, Optional, Tuple\n", "import pathlib\n", "import numpy as np\n", "import scipy\n", "import cv2\n", "import matplotlib.pyplot as plt\n", "from shapely.geometry import Polygon as shapely_Polygon\n", "from shapely.affinity import scale, translate\n", "from matplotlib.patches import Polygon as mpl_Polygon\n", "from coda_visual.datasets.raw_hamamatsu_file import RawHamamatsuFile\n", "from coda_visual.analyses.tissue_area_segmentation import TissueAreaSegmentation" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "raw_image_file_path = pathlib.Path(\"/Users/margareteminizer/Desktop/coda/sample_dataset/20x files/lungs_149.ndpi\")\n", "tissue_area_segmentation_file_path = pathlib.Path(\"/Users/margareteminizer/Desktop/coda/sample_dataset/20x files/tissue_area.h5\")\n", "downsample_level = 5\n", "pad_to = None #(1302, 1386)\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "raw_file = RawHamamatsuFile(raw_image_file_path)\n", "# read the downsampled image layer in color\n", "pil_image = raw_file.get_PIL_image_level(downsample_level)\n", "full_color_image = np.array(pil_image.convert(\"RGB\"))" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(730, 1136)\n" ] } ], "source": [ "pad_to = (pil_image.size[0]+10, pil_image.size[1]+300)\n", "print(pad_to)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "before padding: (836, 720, 3), after padding: (1136, 730, 3)\n", "original bounds: (2784.0, 2560.0, 19424.0, 23920.0)\n", "scaled bounds: (87.0, 80.0, 607.0, 747.5)\n", "scale_factor: 0.03125, pad_to: (730, 1136), level_width: 720, level_height: 836, left_pad: 5, top_pad: 150\n", "translated bounds: (92.0, 230.0, 612.0, 897.5)\n" ] } ], "source": [ "# pad out the image if necessary\n", "if (pad_to is not None) and any(pad_to[i]>pil_image.size[i] for i in range(2)):\n", " to_add = np.array([pad_to[i] - pil_image.size[i] for i in range(2)])\n", " left_top_pad = to_add // 2\n", " right_bot_pad = to_add - left_top_pad\n", " padding_height_width = (\n", " (left_top_pad[1], right_bot_pad[1]),\n", " (left_top_pad[0], right_bot_pad[0]),\n", " )\n", " color_fill_vals, _ = scipy.stats.mode(full_color_image, axis=(0, 1))\n", " padded_full_color_im = np.stack(\n", " [\n", " np.pad(\n", " full_color_image[:,:,i],\n", " padding_height_width,\n", " mode=\"constant\",\n", " constant_values=color_fill_vals[i]\n", " )\n", " for i in range(full_color_image.shape[2])\n", " ],\n", " axis=-1,\n", " )\n", " print(f\"before padding: {full_color_image.shape}, after padding: {padded_full_color_im.shape}\")\n", "else:\n", " padded_full_color_im = full_color_image\n", "# read the tissue area mask polygons\n", "tissue_segmentation = TissueAreaSegmentation(raw_file, tissue_area_segmentation_file_path)\n", "tissue_segmentation.read_from_file()\n", "polygon_points = tissue_segmentation.get_polygon_points(downsample_level, pad_to)\n", "polygon_points_xy = [p.astype(np.int32)[:, ::-1] for p in polygon_points]\n", "# create the grayscale registration image\n", "grayscale_image = cv2.cvtColor(padded_full_color_im, cv2.COLOR_RGB2GRAY)\n", "grayscale_image = 255 - grayscale_image\n", "tissue_area_mask = np.zeros(padded_full_color_im.shape[:2], dtype=np.uint8)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "cv2.fillPoly(tissue_area_mask, polygon_points_xy, 255)\n", "blurred_grayscale_image = cv2.GaussianBlur(grayscale_image, (0, 0), sigmaX=2, sigmaY=2)\n", "masked_grayscale_image = cv2.bitwise_and(grayscale_image, grayscale_image, mask=tissue_area_mask)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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KLxSX1E7TD/o7jLQaO+2cOyMjIxgZCafrDJvvGrjGdfvtt+Nzn/sc/uiP/gjj4+OOk8rn88hkMsjn87jttttw11134cCBA5iYmMA73/lOHD9+HK997WsBAG984xtxzTXX4Gd/9mfxsY99DHNzc/jVX/1V3H777W21qn6l1URoNZh1BW51bxAR3UkjalW3RCLhtK6wINqPtNMCuwWMoLI6aZk7KQoOgzJzrDOiFUfVSaymFkZDb1eWBZSwi5iO9VaLcC9juxcZeDhEq5fx6U9/Gj//8z8PYIvUfNe73oXf//3fR61Www033IBPfOITPjPwueeewzve8Q782Z/9GXK5HG699VZ89KMfDY34DIdIpVKhta52PAVVe5WwpoOaeFpONxMkFoshmUwikUhgY2PDJX+z9QlbXliNR81fLbsXz5/l/oDgY84ulqhwqzX0usXGRsz3aiayHBtKwfcSNo1N0BhRU5j1tGJDPTrJyMgIYrGYowA6ieeFD4cYehzXhZJe4ri4CrZ7aSphgCsejyObzWJkZATlchmbm5vnbQHpVYIGf9gyuzGzgsrsdeLpPXaVtvW6GIamcjdh+0yvb7UQ9uOVbdWH/YK91eb6jVdMp9MA4BwuYZ4fFrj2xV7Fbrx2Vt1tNyDCDmJqWkFmYz/SzQSwKrzWp1Mg6qAAJGiT88WiXbWSXuqmnuNBldnq3n4BS8eQHfdWutG4PM9DrVZzfw9a9gVwdfLW2WvCAlfYZ+sLVB6lH2nHxwVxSWqmaN06SdA1g/IYtQLMQQ/0VsR7UEhB0Hvppb2trg/r6OlFggCn0+IWpPF2qntY2VXk/MUo7TrcDiRqIoMcWBYs+pmYClhBK6C6y/WZrWKROrVTXe9hPG8Xk7AvmNROM2fQ2RGLbaXV4V7DWq3mouB7fVdB4KQa7rD60AIQM/m2S07QjTl4MZjulH0PXECwRhLkNWnHge2U2MnQ6hpbz3bXthLld7Tc3SCcuOl02jlGADjnjhLZ3G4EnL+P0B7HFkaCgEvHmH2HYTzE3fY7uVXP81Aul3s+gfxilT0PXN2CjJ2cBIB+XNBWgsy2XqSTCdxv+UFu804T6EIDOyUejyOTySCXy8HzPFQqFR+nRwDj6dd0mrCNjFlqNrdOc+r21GWrufeqraq3r5t7PW/7vM9h7x/sx9nQq+x54OpW1AyzJtigZCcmdhherxevURjOhM9oxY9p4CoBfJBbROLxOFKpFDKZDBKJBOr1OkZGRnwmE4GLGhUzO2jYSiy2dXr3yMgIarUaarWa7+itVqKLHa9rFaoQdlzpNq+wYSydvHkXAnAGJXseuJQTakW8anwOB4gN9utmsoZR/fuVTppNu+/DDP5WBH8vQj6JIJBMJjE6OuqeEY/Hsb6+jvX19b5To/B5o6Oj7hnUlrQNm5ub7j1T+O4Zf0RQo6gW1u4wiiDqYRDbhazXO4y0GgeWc+MzepELAX57HriAzpPcclsKVmFepjUthym9mqy9mnD9hCuQGE+n0zhw4ACy2awzzbjfMh6PI5lMuni7crnsAKQXc5rAMzo66rQtAicztnJRqlarjpgH4DQzPpt1TSQSDqQymYwDWmpgrTRLAIHjqh/ptpxOoMX/d5vmtS+Ay04Auym0F+Lalt/N9Uqedzsxu+FYerlPpdvoeAK9ckTpdBrj4+M4fPgwkskkFhcXUSwWsba25kBhY2PDPYvmWjKZdDxNN+R4PB53qXEINqOjo+57zcpg07Bwv56ai8B2dD81RQUyanOdtHn+36tYoGF57UCnVZ/ZuTAoMN3JxIZ7HriCyMluJn+YF2AJ/DBiV2SK8iytzIswPFO/3EbYdrC+iUQCyWTSAZbuKfU8zwFVtVrFxsaGL1tovV535DhBZmxsDMlkEtVqFevr6w7AOhHNCjbUtoAtEN7c3HRalHJtBCLdQsMfNWkJsnzfzEhSrVZRrVZbgpdKq5RErcR6iINoj24WGB0bgwYX7b9WXtRByZ4HriDRSR00kLTTgyTI7LLA1W5wtvP0JJNJpFIpZ4oEvfh2gyEMyT0Is4VaVSaTwejoqAsp4MEao6OjTmuhV69Wq7mJR3KcPBOBi7FH1GhyuRxSqRTq9brjwTppYK32FyoINBoN32fkrpQm4N+M94rF/PvuUqkUxsfHkcvlXELBdsCqgNiNpqPmLdui76Eb0X5TTlfbq4tq2IWb1yl4DTq9tsq+BC4Vq9FYsj5IgkxMq753klbX1Ot1FyjZqg79gJY+v5fBxIlMXoqcj4IUtZ1arYaxsTGk02lUq1U3gAlsCga8j2ZiKpVygEaAZH03NjawsbHRUsMZHR115xJomh8Co3oGybexbuyX0dFRHwGfTCZ975aLT6VSQSKRcOC6ubkZKvyg2Wx2pSnF4/Gu48nC1EHFjolexodNINCNdtmN7HvgUglroytIqWfKru5B0spEBOBihui2b+UYCEoE2G04Qa8eqmQy6bQgfsb2s96NRsOZZaxbo9FArVZznBDBS00gTky2jSmBCRjNZtNlyIjFYoHufnotFZDYXoJirVbzhUNo39E8Z/1YJ3UY8LrNzU1Uq1XnLWUQayvw0nfWCwAF8aKqPYZxJFl+V98/F5NexpIdR+0slkHIngcuyxG004j0pakZEXSdSre2fKs6dKOi9zsoul0JOelzuRyy2Szq9Tqq1aovtIFgwQnNvqS3bnNzE5VKBY1Gw92jZjknIIGPHFMqlXKmZLPZdBoYgd4uJNT4eC0nJA/iUK2gVqv5gNG2mdexLQQ6TTFDYI7FYi7JYzuNsFcJq82HKQfw7wYhL8kFppfywn4+CNnzwKXCSdJuRbGBp92UHUbaEef9vOhO7bLPCRuzQ9Muk8kgnU47k4h7+lRTsh40ml/UnKhtAThv4rMsEvwsM51OY2xsDKurqz7ASCaTrlzlUqyZTfNTNSw+n9ericv7WJ62h+CmGnYymfRtKaJG6HleaLMxrNhFmNIrh2QXLwVmfn+xyr4CLkqrlUs1APu59ersBulnaxH7Qfksmocc2EpaK4mtUejpdNrxWNVq1ZU9OjrqTCuS2nbzOMHR8zyMjIw47Yrvj0GmLJOhFwouBBs1jRTkOekJlHodOShtI7UTJoekRmn7mxxbO7MxrKgVwHutg4nP70br12u5AGhIyMUs+wa4WkXPq9rcyuszKJLR2v39qv1KFAeVFwTQYbQtNR1o+lg+TTUX9ShRe9L9ddxuo5qMmtckvuv1+nngVK1W3RmZLJMeS5YNbGk64+PjGBsbc+ETlpciONFcJPnOd6v8Ewl+AqfuVSRAKwDq2GC7WZ6as72INYXZF9ZDGGZ86vhu991OaFvt+N5Osm+Aiy9ENRBdRa3HRgfjoFYfuzL2uj8viJMJGmhB5bdrCyckTUMN3OQzyT9RyyB4NBoNX6wVzSVNosjgTfY5uS9qJ+qR5HXksdQJoG0iwFIrVLOwUqlgc3PTkefA9t5EegQJnAzDYJsI2ACco4Ht4jjSdqpWx+8JsgS+Xt61BSf+5vvQMaz1D1NekOykptUPZ7cvgEs9QWG0kp2oT68rmpLZrcwffY69t5XQLEylUg4ASNRSA2EAJjUIncBavgKfalYEOMsBEayo/XDbjWptGxsbjkjns5Sop/lG3oukPEFP37PWWfuR5TIglUCqHBpNRAI14794DdunHF42m0WlUulL87LaiXKIKp3GVitt60JIrzQGsA+Aq91EVk+WioLDsFTmMC+t1WDl393Wza7YFJ4elEwmHQhUKhXnAVRNQrkhAtDGxoYvRise38rOEI/HfR4qNSO1/RovxfutBmHNdv6th6fEYjEXaU9PYjKZRKPRcNoVQVEDToHtUA5G2LN8rRd/E7RoGqs2aAGSiwH7LuzBEfa9BfFyQeM2jLY1jHEdRttrdU8vsueBK4xY4t2u6rpiqxZgua9uX0Qnbc+aCWFXyiA+zw5q8kwkyjVMYHNz87wNxDTfaP7QtGIf6MSlGeh5nouZYkQ9RcFKTWjVJhuNBpLJpPPcEXDy+Tw2NjZQrVadw0BBBtjSfEj+cxeC7ofUEAZer+Yd68gwDN6rexP5OTUwls0+oEZIIFdnQ1jRsvq1DLrVzsKK5c2GueBT9gVwhTUHlRTm/3bVt5HB5GJ4fRjpVkUOS5Za7quVhsVn6/5CTnxmTLBkOrMrAP4j13Xi0kTT6HR9Lr8jKOomaGpIykUxswRNQHoi6WHkc5LJpNN+2Ca2k2EYnFhqAhKU2D6CUiqV8mle1JgItnyOPSCV9VdgpJZJ03V0dNT3nb6nMO9W318v4KBjNSiQuRex42sniP09D1ytQCsoVKAX882S5P3WK+g6qymFrWerAUmuJpvNuuhwYFtrUUCiOUYthN9bYKN2Qe2IUfJWI1FynqCRSqUwNjbm6rexsQFgm3jnc1hnNUnVk6lmoHJe2m4bQEpRDVKTC46MjGBsbMwFq2o7FLSU1+JveiZ5HfudoFgqlVruRw16n9rf/YpaEWE1pF4ti2HIngcuK0FemCDRQNSgl6qTRlXkMINKObRuQI8D3ya4owR5oILKoAeOoMUJyu81W4KaUgQIzRDKtpDUZ0Q9iXf2BzUf8mIKFJubm9jY2HDgSOAiaFHzohlHcKrVai4zQ71ed5HxBJVcLgcADkS1zxS42A72gVICdEiwDAA+3ko5QN5DrnBsbAyFQgHA1jmf6+vrPoI/mUxiaWnJF9/W6f0HLbTd8p16n/27VTl8D8D24tWu/MhUHLC04wwsoOlAUSCz0g34dKua64TgT9DzbHuCzAACTDab9Zl3arrwGeR3NCyBoMWylCdLJpMoFAqoVqsuGSABRDVEJZgJnAxNYLtYd5quusGZAMXyqJWpJso+KpfL8DwPuVzOhUaw7gpCduM1253JZADAeQRZZz0dSE1QAp1qJolEArVaDcVi0W2DqlQqGB0ddVrm2bNnXUbWVmLJf6t1dwsUdgzpItqKmgj7DF6n/PCgZd8BV9BLV2nFBwVdb4n5dqtQPy/PAqkddPSQKfFr28GwAU56lqObiHXAqgam4EcwVHPM87YCRUulkq++SpgHAbYCFUGUdVEyn+DK7xmAOjIygkKhgHq9jpWVFZ9pSpBjW1hnAirrk81mXfYK1pkgpYGxqu0RwPm5RtHHYjGnbdIzu7GxgdXVVfdMhnWk02kcOnQIGxsbKBaL53lbtZ+spmXHR1gtx2ptfDf83WoMK40Qlk7hfRFwDUAUBKzmZQeAviQ7cHQiWlI/zPPt32FE9/lR4vGtbTV6jJaawzSBcrkcJicnAQClUsmnkanmoKYcTTcOWn6mnjPVpDg5gW3OSDkt3RLEz3Qy0Jyz2pQS2RsbGzh37hw8z8PBgwcxPj6Os2fPYn19Hc1mE+l0OhDYuTGcG7zVXFNgq1arTgvb2NhAKpVCPp/3OS2sN5JBrtZ5Q+2TGh6BmEGp1WoVBw4ccO+lXC4HBqq2WkxVugGIoOuCxrcV269c1IKCt9vVdRCy74Crk1jg4m9qJOpNtNJu4PTLCbTiwzxvK+RAt55o3Tj5bYAmJ6cdfEp0j4+Pw/O2kgBqnJOaZewL60nkNZoqhfVlP+oBFtSQ1GSjd4/t0O03BIZisYhSqYSNjQ23IRvYPnZMwxToOGC7AX9uL5afTqddmularYZsNutAi3VUM5hlqXaqAanKl9GzmEqlXJu5aV0BWsWOjSAQ61ejD+Jzu3EgtbNghqF17QvgCupYTrAgtVtJXJ2k9uV2u5q0Iz47iTXltL66kVe1IfI01HKoaanGo5NYE+Gx3TphWQ9rbqt2p6svnz8yMoJisehCGDQjA9+B8iHaRn6uxDkn+PLyMlZXVwEA6XQahUIBk5OTLk8XtVDyWZrLi2Wrp1DJdYLX+vo6qtWqr59Yb41PI+jF49tpt3WvIzVVel7pAW00GlhbW8Pa2lpoPiiIMugFHKx2rv+30qb4HR1T/KxVPYcl+wK4WvFT7Tx7ylkMctWwfFE34NeuDlouOSJOPgKV1YbUa6gDmJOMJLsOXpLQWgaJZdZBQVG5Jq27pndWE5fmKScNo+DZFiZapJbSbDbd+YnNZhNra2u+vY4AXC4wvmdqcvReAvCZkQRYeiX5HRcF5cg0Bk4nc7PZdCYpwUvT+zSbTUxMTLg0QeTewoqCnNahG7DQ96HjnfW3Y4SiY1Y9xzsp+wK4rMRiW14wmgA8z0+/t6vfIECrGxK11f1hBgq1Bt1zpyQzsJ3B027pYRoa1eBUm7CDvdlsulN6+EzVnnTLj5pnBCkCgT3lhxOeoEiOSM9fJKfFMIharebbD0hebmJiAs1mE+vr6wD8mqAN3+B4YJvUvGZ71eGgW5gU4FVrUQ2V4GY13laevE6imVr1XbeSdt9bE7QVaAVZLzstex64Wmk0nKSceJbYHpa0MvnCShiPTjqdRi6Xc5qGagQKnjYmy+Zp16R4agqqN41ApRkY+BzNpUXRiHUgeKXXMlh3AiDDGjQsI5vNuu8AuNxfsVgMmUwGhULBF3RKQOQ2oFQq5Xgu9i9z5OsCAMCZhapF2ng3wH8YCO/h3+oI0d0BrQBAwdACj75bXtNJwiyeg5wHEcfVg7TisTY3N12eJ/XkDBu4gPDqNeuiA7pT3Rj8yMkAwBflbrkwRnETuKnhcFJZ8p3XqpakZqKS3Oq55TNpZqknkaadTaussWIMUqU5p+UytoveOjVngS0varVaRaVSce1g+IOakZbnYdmsuz2wg2DIH+WFLDdkOTxqo6VSyQFsuwNmrVmvQi9n2DG10zKMZ+554KJYslFT/rZyBdsAOrty6IQchihRGsbM1H169XrdedE4sEkI82/yX5p4TycItZJYLOZ4IU58NSXUTFKync8gmCUSCccb0ZtHTYoanLbP8mnU3miyAdsmr8ay8TnsOw0+pWapfNr6+rrTHgnObCvLJKfGHPvqxaUmascK+1C1V+WOCKjU/j3PCzwAREXHmjoLwnKlwx6zOyV7HrjUw6UaiH5nBxwHpA3Ws6DR7UpCDYRltnMhWxK/k4NA3fwELbZV444UUNgf3E5DTUnNM52cY2NjGB8f90XD26BJRpYrUa2hElqXVv1CDYvxUao9sW/YLpqumieMPJ2+b9ZBuTEClcZ0adoZXeBYd/5o9LwGyOrCQO6JAa3WgUIg1vfW7UEVvYj1kF8ILaxf2RfAxYkIbJsgupoCOA+4KO04qW5fuC23lXDg6+Rv9zySzeRSms2m24xMb5U1YWjKcfIwiNV6k9QTZk0ymnosm3XRfXzqECDxHaTRqvZAs1D7S98BNUD2kd38bAGe5i1BgqCtPBefrZyfapYcQ8pVqeanmU71/bFtrKe+X937x7rzPruoqSY7CG1JF89+ONegcneCK97zwKUTlqYHsxEw6VxQbBLQmQhXjY0SxKnZz/XFBqn51kPVTpi9YGxsDLFYzO2Jo/kDwJk2atoxFEA1BP7PoNVMJoNKpYJisYhGo+FMLuXeqBUxoJIgQj5LPWmqrWgskIIX+1Ij74Ft7ky1YD5zY2PDt4FbwSIej7vN2NlsFoVCwZnI3DhNrY7/E+zpvKlUKj6uj++IdVcQBeBzHpC/isfjbjO4prah6UogY+LDIC+3mvFBYy+MKPgP0huo80frNkhQVNnzwEWxnhjNIw74N7GGWdH0JbFsa1rqs7VMe18QcCmhzrJtG+LxOHK5HA4dOoRsNotisegjj7l9hcBMM075PdWG9DMCTzwedxNbQx/i8bgjy7kYaLySlm09iNomAoDGIOmRXzRZmSKGdeD7UhBUc5k/DHdYX19Ho9HwnQPJd6Pvn/3MNqsHlf2nJxZZcCUokWvj89QEVY1Kwz+4yCrfqKJaqeVfw4reo2OD5fZSJu9Pp9NO019fX3eAHwFXj2K1HfIhdqLy+zCdTXNB9/m1ezbL1IGiEfpBYgFNo7QbjQZSqRQmJydRKBR8p9DQzOEpy5wA5L24ylstjH0Ri8VcuhgNrFSThu0P4riAba+bclNWA1NuS80vdaKo6cqsFvyfbVZng0bHa0Q7NadqtepSzSinp89inZixVLkrBTa20y4E7Fu+b91mpSY6+0WvIQepGhfgN6t1LA8CGHrV3lSSySRmZmZw8OBB1Ot1nDt3DufOnRsaZ7cvgMuKfVF2lQkaDMoL8Z4wppy9Lsw9QWVooCFNGQZRMrsAzV6KRnurJ0z32Sn3R77LalPUonQCsz4KSOw36wTRutgUMgQr3VJjAZ2gwknAeiqYqOnJNlNbSqVSLsi0XC5jbW3NgZpG/SuXpdqHgiWj6pkWGtg+fowhHbqgqXNEo/lJ2BP8uQsA2NYitR+Ur7R90yvg6CLaq/amQM8N8Aw96bQw9yP7Ergoaqp1Ij2DzDn+bgdGeh2fac2TTsIBrgGj5KE8z3PhDJw8HEQkpJWM5uTmRFHS1/7N/9WZwXYoSa2HQbA/lHjWSczy2S6bGJGApFySmmIUneTKF+nmZvJJjJEiRbC8vOzT3thP/L7RaDgnBBcGPpPgwbZoPJsCtmqMGuqhwENNi/2tsWzW06rvQ8dtr6DVatyG1b6sZry5uYmFhYXzaI5hEfT7ArjCaDmqfQQBWCtQ6xRjZQFOuSo1nTqJaik09VKpFJrNra0sDKINIv01MpuT3J4TaDUCcjy6PUfbo9oUtRZrbmnYhLr91cTT5yuHpnFVgH9zr4Igyw1y7ysYkiBn+xkiQfOZW4YIOvzeAgg9o+Ss6Bgh8a7jgH3MOur4YJnWCUNeTDNR6D22jb2IHXM6ZrrhzrTeXDQU+IYZK7YvgKsb0ZcWdkXrZhD1wicoGABwhDnzR5EEDQqhSCaTyOfzjreiZkIzjyDIycWJoryMlsXVVdugxLOCEVMv12o1p3VQCAj6w+dyEqnzRPklNU91gtiJxP6h5qX7HwmeNPvYb7q40JxjfTmp6TCwTgG+B/Js2laClHKFAHyLhUrQ5wouvYKCgpYFrG64s6DF1nJ3w5R9AVxBfFSQ2s3P+f8giE8rygl0MjP1HjWZOLFo/qhHTwchTQ+6/mlSJpNJjI2NuQmr/BUnDP/XyUmtyJL6Fujj8bhvyxEBSDcykyMDtklyisaAaZ34HOXDms2m7yQg7Vett81HRuBRDVC3O1mgpPbI+gLbm6zpYWR9GBtG76Vq5TSL6aVUEFFTm8+0Gpm2rR/Ny2pEQXOh13J3QvYFcAWJtcEtFzUM0NJnhwUtvYe/dRLqNh8Gg5LE9zzPHYSqsUGJxNbpytlsFhsbGy5RoDULOZkompIlqJ90gVAvGf9Xr6SCUytgpBbpeZ7vlCEFFmDLXJuamsLKygpKpZLj+NSTB8CdwQhsg5/G+bFM5ZkobCf7W8NoyuWyD+DIN/K96PtjnJaWp4sShdwczXorvWo2Csj6mf4/yPiuYcmeBy5LaqpqrNdQOCC6UcW7Xan6WdGsyaUrMjUvTkL1gmm8k+d5zoQi8cz2UkvTIEpgG7Q0Ap338V5qLAQk1Wq07jbqXMl6Jb7ZVwRTqxWQDwOATCaDjY0Nlw3VZn5geIaeIMRyFBwsEKhZRr4qk8k4T2Wz2XQpkgiWqvUqSCiXqPtkCVz22brpnMLxa8GnVwkyO4fJTQ1K9jxwqeodxIUEaT7dDAgORKDzsU2UXlc08lHci6dmJ9vHiajcURBpXC6Xz+NhyHtZjQDwn3WowZLUgMh/6S4FaoD0OnLzMwNM1Ruo4KKmoXJwrJPdp1gqlbC6uuq4K0bSE7z5LObxst4/apGaT5+Aq1of3zG5L37OiPz19XWUy2VXtr4bttWODy1HtUl9p62ojl6EoKq0Q78yTOuklex54LLSyUTrdiXrBFTt+LWga4PKVBOGp9JQA+LnChh2c7FyLTqJGNVN7atVpDbrwAwRHPzWla8R6Trx2SZyX/SaNZtNjI2NIZvNYn19HSsrK+6YMuWqCBRqRlIYWPriiy86ANTgT6tRUnTnRKPRcLngbd+nUilnesdiMXeSkZqBml2DfcM66kIC+DNeUINjZgh6NXWRDRqLllvsRgYNMkGa5U7IvgAuDkblZoJEzZpuuC5dXVWU3NYJHWSu6j36WweFnomoZLQmQiQfxO0pmgyQ2oWWqZOIfUTvF79jsCvbqhkTFBz4TLaNdSSwUVtjECg1Kmai1Rgs1U4YlkHRuvJZzG6qml6rGDHVZtTDx/uy2azLhDE1NYVarYaFhQWsrKy47Uc6Tng0m4ZwUFNjEKz2t+55VEDW96BjUsdWP4T8IO6/WGRfAFcnMtx6WOx3YSSMBqWrkhKz6lnidbYM8jUMeYjH4754H/JP6nnj5mcKTQROePJYum1JwVbNQO634496vtg+uyFan8XJWq/XUS6XXYbSSqXiDovQhIbsE40F0z5TcGPd2Q/6LjhRNaREtUPyeOy7VCqFQqHg4rMOHTqEer3uDvvQ+C5KIpFwiwd5Kd3pwDHAvlbzkBvArfNFzWgLaP2EQ+iYZL9RetHGLPjvlOwr4Aojlv/qZ3Wyq6d6z4KeZ+NrLMgpl0LSnZOS3JSu3DaTAYDzzEaWTzDgpCPokFPTEAgbTKlmkTVzlFQnuNBMJNDx2SxfNRReo5ud0+m02/5DsCA3pBH+7FsFENWqWT5BggGpo6OjWFxcxPz8PFZWVjAzM+Pb1qT9SWBnv5F/1H2H+lwmPWTdWZ6CFIX3DJIs1zboO2N/9CLKJfZTTjeyb4CrnVitp98XGbYerUxXNQv4v+d5yGQyOHToEJaWltzhoeSndBUHtk9/preM8UUk4TVYVbkviu4htKaKAg5BkFqWpsdRczFIWBdNi6Npc1QjYp30h8/R6HoNMtXgUAUawJ8DS+vKU61pFjKrhG2z9gfz+yv3pxykmpD8n9qlto310PQ9uoip5t7romoXKy1H/++27J02QfcFcHWSIPW53UtoN2jaqfH6cjs5CYLK5WDXwc8fzfwAbA9uTh5OCH7HiUSgsH1hwwMst6VtVW1P26j/s63UahqNBjKZjMuoSlOUIKEEu3r0NNuA9p+m3lEQ0FAMjXhX7UD7ThMMsu+Yy4sgbs0j9XZSGBzMttjQEiXilfPidbqIBI0n7Vv7/sI4jLQcqzH3SvpbE32Ysi+Aq9OL1DgdoHOnt/u+nVrPgdGKmG/1DE6uWCyGlZUVlMtlVCoVX0oV9UZxhafGogS+8lcEaQUjBe5YLOaLTdLvlLuxbVJQsFuI4vE4CoWCI8BzuRxWV1dd/dRLxUkP+LkuPovtSafTmJiYAOA/xEIDboHtBH8aH6Vmmgb2sv50iOjz9LpareZOFwLgQjd0VwAzU1DD1MBb1oXtsmakmu4KflZjsgtEO1Fnlf7fq2dQHQys2yC0uLbPHFhJLeSjH/0oYrEY7rzzTvdZtVrF7bffjqmpKYyNjeGmm27C/Py8775Tp07hxhtvRDabxfT0NN797ne3NDkGJf3wCfH4VlI/ev3CXB/mRSYSCYyPj7tkgVzJKQQpq+lopLzyRsp7USzgUQtgOziJlPsCtkMF7L0aWqHaCMEpn8/j8ssvx6FDh9BsNlGtVh1hr+EV7CcCBU1KzUPPLBmMNB8bG3PfK2BpnJj2j/WQNptN5HI55HI5TExMYHp62gWXss3sAz5fQZBnOwLbWqAuDOxvcmN0uOgEV2BjHzDGTsePPteGibQTXs/3ruMmbBlWVLPVxdFq4YOSoWpcjzzyCP7bf/tv+P7v/37f57/8y7+M//N//g/+8A//EPl8HnfccQd+4id+An/xF38BYGui3HjjjZidncVf/uVf4syZM/i5n/s5jI6O4iMf+UjX9QhSYS2P1K+Mjo4in8/7TLpWZbci53Xl5KTIZrOYnJx0k4eDWydnLBZzk1NXXk4QruRK5rfLOqDcl2paJJfZNgUXhiwwhbKarPS6UTtZW1tzaXVYbzXNyMGxPjb7gz3rkJ7KsbExn7bJPuSzVMOhZqe7EBhWcckllzgNbmRkBKurq1hfX/dF29v3CMDViemr2Q4+Q/+25Lj2NfstjBnYDydry1eNtlf+LOi+YZiNMa8boqULKZVK+IEf+AF84hOfwIc+9CG88pWvxMc//nGsrq7i0KFD+NznPoef/MmfBAA89dRTuPrqq3Hy5Em89rWvxVe+8hX86I/+KF588UXMzMwAAO677z685z3vwdmzZ33Bf62kWCwin8+7QyAAf9iDRpfzu34kkUhgbGwMANwx8Fbz0ucD/pUP2AYAno3IYFPGSqmXSrWber1+XmobuuPVla6cEduuJqWCrZrPnPAaHc/PND5LTSI+i98Vi0U0m03XLuXOCF5qxvF5SnprX1kvIU1GhojQ60pPJlMJExCpjSpAUgqFAgqFAmKxGMrlMorFopvQTJDHMUhNFNhavPjseDzugI5mK01NHQd6OK7Gpel75HXcU6oSBKL6XoNCFazGpf0a5PkOK6pdaRvCWjGet5VbbnV11S0crWRopuLtt9+OG2+8ESdOnPB9/uijj2Jzc9P3+VVXXYXLLrsMJ0+eBACcPHkS1157rQMtALjhhhtQLBbx5JNPBj6vVquhWCz6fihBJKaq2tY+70U2NzexurrqJmiYl6XaFX948vLY2JjvkIVyuey2lKyvr7vUyrpfTlMX09zQlV1jtpQUthqXkvmaAoblKfiryQUgUOPRWC5u0aF2phvFU6mU7yxIkuQENT6zWq36zD5qaerZZDn6vlk++0P7RE3F5eVlPPvss3juueewuLiI9fV11Go1VxftWy4Q2WwWqVTKPYMcmAbOAv7N52rK83+th/JvLDNofFrzjoufNS913Ck42fff6xzQMocRyqEyFFPx85//PP76r/8ajzzyyHnfzc3NIZlMurzflJmZGczNzblrFLT4Pb8LknvuuQcf/OAHW9YpSPvhb7tvqxcllKq+rlidyrFudW7WJbGrqYqpOehhpXyG5rviZLRbglrFTCmPotqNmgxsm8aOsc68XyPd+VtNRGobrFu1WnWTS801lqXZKmwIhBLXWh+WzTMTVeNQE42goxki2A49JZsaIzUtqyGrN5DPYh2sVqW8lWq7LF+3DBGI1XvJ92g9mnwPKjTB23murYZGGSTQhAVAS9+EkYED1/PPP49f+qVfwv333+/Lyz1sufvuu3HXXXe5/4vFIo4ePQrg/AA5wA8aSn4GpRAJK7pitVPV9fk6CWhaqKbE8khAN5tNd3SYakFq/nGrC8GLoEgeis/gDyefap0KdPxM66PaKvtM79HJo1wUNYugScUJz3bq/UrS60AnX6cOBAURfsY2ajJF1QiULwT8SRN125B9t6qta8S71TbUxGW9qZ1p4K+WaYnzIFAJ0pBILXQCjnZclvJd+pxh8FW9KAwDB65HH30UCwsL+IEf+AH3WaPRwNe//nX81m/9Fv70T/8UGxsbWFlZ8Wld8/PzmJ2dBQDMzs7i4Ycf9pVLryOvsUI1vZ3YF2UJ0iBRsrtbTcxezwFry2fWhLGxMR+XQxDSdDJMAlgoFNyGZNVYyK2l02nfqstnc9XWtDV6wCs/I1BqFlIFEd2upEDSaGwfr6XeRsAf9Alsu9F16xHTxoyOjqJcLjuHBCc0TUurRSqgqrmrqaAtIR80Ma1Gw7ar+cuFUAFbtU/tRzWduDiyrdSoWaZqVPxhud1wsWEAK2jM2zGuJjjrquA+KLGaehgZOHC94Q1vwOOPP+777K1vfSuuuuoqvOc978HRo0cxOjqKBx54ADfddBMA4Omnn8apU6dw/PhxAMDx48fx4Q9/GAsLC5iengYA3H///ZiYmMA111zTdZ10pQjqHF2h7PfkX4L2wbUSHbi2HrZO1KbGx8eRSqVc6hWaUGqm0bwCtvPIp9Npt2IpR0ItC9g2vaix6ORlmplqteoDCO0b1TYs+arhBfzNScHn6ZYcFU5YBp0SpCqViiPxE4nt3GBaPwUrvhOCKjOS8p1Vq1UfuKtmZElqfsf+UM1HwUS5PAVGdfpoP1KjZs40cpPqkGBdUqmUL/Lf87bPxNT9nHbMKf/YaXza8aifs5yJiQkcOXIEo6OjOH36NBYWFs6LgxuE9BKCMXDgGh8fx8tf/nLfZ7lcDlNTU+7z2267DXfddRcOHDiAiYkJvPOd78Tx48fx2te+FgDwxje+Eddccw1+9md/Fh/72McwNzeHX/3VX8Xtt9/eUasKEn0hrV6aenystCMZO8WpcGK18q4w5CEW2w721JADakecRAw8ZQpmdbWzfHr3GPvEScHjzBKJhMuuSW+gcimcpNYzpBqSNfnU7CZhnclkkE6nnbdPCWs74QH4vH+VSsWVMzo66sh8Tlo6DVT7Yl9zkvPdqOeU/1vPXdD7U85P36e2Ubk2Lhy6kKgGq22mt5vjTkMtLM2gixAdBK2Aqx9Rk439UigUcOzYMczOzuKxxx7D/Py8b6woR7qTckEi5//Lf/kviMfjuOmmm1Cr1XDDDTfgE5/4hPs+kUjgy1/+Mt7xjnfg+PHjyOVyuPXWW/Frv/ZrPT0v6KXa/1uBVqPRcMRstwNDV/Kge8nnjIyM+DxndvuHXXEV5LhlhlojsH1iDZ+pwMC2jo2NwfM8Z47ZVU9BSbU4u+IT0HRCKmClUimnHRI4ud2Fz9S253I5tzuAE5QATK8kNTBqONQACLjKC7E/eB0BQUn/oOBZBSZOVF1MVFOkCQ/gvLqx/tacpCZFjZ5hL9QWNfMH2xIEGDqWujHh2o1l1nNlZQVPP/00YrEYjh49iuuuuw7f/OY38fzzz/vGEsvTMTFsGVoc14UWjeNqBxyAf5tLK2nHg7UjTvVeew25LT3sQnOr0yQhYHCg8/QcawLxOZzczKFFLkYBUAlzamissxLOtv7qfKA2RJMwyDTkdfQkHzlyBLFYDEtLSzh79qwLbVAThBvHVQOjdkhtSaPe1Vxk/+iJ1gB8fJICkJo91rlA0GGfaJya3kNg1jANNfVGR0d9MWbqTGCbWCZN+nQ6jVKp5M4MUPNcz9HsRZSbbGdJECxzuRyuuOIKvOQlL8HGxgaeeuopzM/PuzKsRdNrHBjbFiaOa1/sVQwj1osTJK3Aq9XL1xXW3me1LR0ENGt0UvE34530kFJtA+/nVhJqSByEDBfQaHKaivZ5ClQEUWoH/FFNj1yc1mlkZARjY2NOI+GJ2wsLCy5Ql4DMPsnlcg70GABaKpVcdD0nHM0vjSejc8BOSr479rnyZXz3avarZxfwa1sKkhoNT5Di36otqQbMstXcjsViLiUOqQDdKcH3Q226H1FzWftGRfuuVCrhqaeewuLiIg4ePHjerpAwc2fQsi+ASwegXSGCrrOakn7WrXCgBw0MagWWIFZuA9hOAMhrSezSRFRvYbPZ9JlVHPDqzQLgMz013iuITGcZ4+PjKBQKDljq9TrW1tZ8GpKS+5yMBw8edF7Q06dPo1QquTqznxlYWq1WnZZGTYZHqVWrVQd8rFMymcT4+Dg8z0OpVPJ5S1WDJWilUimftqmmo2o1+i4IrEHmKEWPSLPaKttJgGcfcWxQy6IGxgWA/BfHC9/ZoACCZbcqTz20jUYDZ8+eRbFYdP2k/G2/86Rb2RfApdLOu9hJ1Q3iFtoJy2K5+nKVONdTotUVrhqA1psDnXFZyi1odgFG0tfrW1kMOOAqlYrTqBj0quELvI/P2tzcxNjYGF760pfi0KFDWFlZwcrKik87pDmn/UqTh3za2bNnsby87EBXtSfVeuLxOMrlsmtLOp3G+Pg48vk8xsfHsbi4iNXVVQfgNEU1qymBUDUVakGVSsU5D0jYK5cHwAGcxsGpJkwwoqnNMZNMJl0IBsGdOeXL5bJv94FqZXbRstob60stlKmqexEdj7qIB5mOOv7UwWG/32nZd8DVDcke9EL0ZYd5lsYEKXCl02kHGDp51JvHMoDto7EYXKqrsnIk6pInr6IThpOJ5RBEudqn02kHqAQAAhm/z+VyzjvYbDZRKpVc+ADbR01pamoKwNaOB4IWsO0oAPwEr3p3CRI8A5Kc3szMDLLZLBYWFlAul7G6uur6gNkiNPpew0qoEW1ubjpTk0LQ1FguevtSqZRzKugCwTL5HLZNeTDd5mNBQ3kw1pNjgOc30qyn00N3TbQTNW3tgtvKYaUmsS0raD5YK8WWPSxg2xfA1c48tMJJY81L3jsIXwYJXa7OHKga5wPAmTZ2XxzNQAIEhRoaBzc9eBz41AKoVfFeruxsK5+vW2Oq1Sq+853voFQqIZVKOSClNkRNhtczZ7vnee6gCWom1Fa0T9mvJOFZJ+4DLJfLOHfuHDY2NpwWx21iJKv5ngi0DCUhUKm5ReAH/Ol5gC2Tbn193acFcoHR1MvsLw23IDdF0fvt2NJ4O91bafktmvM0sdWU7SRBAKdartWeuo2pCrJSbPjIMGTfAVcYUY3HmmndiuW4YrGYO2eQGR2Uz8jlcgC2jrxSs4fChIJra2vOTKLZpYegqndSzQDdCKwBjcr7KEek5gEnptaFQDA+Pu7MKYJmpVJxh0ywjRSCKOvF79lPalLxudVq1RH0BExNkUMTjhqG9oG2ie+F8WwkvAnG2WwWAJz5q2NCz4TkBNVU2BoKAWxnn1DQymazqNe3UvFYjZrxasrV0aQH4DRb1bxbCTWooGu0TkHfhZUgANTyhyV7HrgsaaggEvRCdbUYhKeEk49CrYmTUcnszc1NrK+v+/gNeskAONOBGhfTp9ATxcleq9V8pl08HneeKE5U5dMITuwbu2ISVKlVcVKp5qamKvNuKRCxntS2NDCWk5bXKViy/ZrmOZlMIpfLuQnM/lATTuOxCLoacsIyMpkMlpeXsbq6inq9jmQyiUOHDiGVSrktVewTDY3QWDBqgDSZ+WzdV6n9Q88s3ze5NHpoNXyFmjbfI7VWBuV2Wkzbfd8vaFHCmpWDlD0PXLrCKr/A1a+V+TeMzqdniwe60mxjXchv6NYiDYS0Xi+d5MB22mC7vYXPUw6HWpC67INUfeV8FGSDtEE1G/hsCkGXvJXyPWyncnDk7oAtd/zExAQOHDjgq+fa2hoajYbvwFaCF7WoRqPhspZSqyJYc0+kgr56DpWLUu1QA4XVM8x3TGEbFeSaza1khbpjwPM8B1x8DmkChlGot1JDVQYtrbQkfh7GlBympkXZ88ClEmTrD4KzUrEvOB6PuywZ9XrdmWqqYdCNzms0NoqELK/VbSsMMCUvpFyYggfvo5lBAp7aAc1Fm79J9zjqBFbRSaUTnz+qARGUAfieRRNPY7G0veVy2ZWnphjBRfdkKnjS9PI8zxH2CiYM0qWzIR7f2p83OjqKUqmEer3uO9pMwVaBimcjEqB4j2pMNkMtTVXVyAjUdDDQZFXAVRN7J715+m4HPWd6kX0BXJZoV6K+35dgX6S190dGRnDw4EEAwPLyso8I5/XkYzQKnKuqrl4ENIIBTSQCivI7updRTSFga4IXCgVfHJWaWtRYrElIjU2zP1AjtFwav1NPKb2XnIhsqw29UDNLTTy2i8+m+UQOSPcxUjtVYpz1YbtXV1cBwMWJ8b1VKhUXPqLgS9DQ98RnamQ+f/N+grLypgRVHUcEattWNd+V5Lfl7ifZN8ClkwpofaZh0D2dym73WSwWc4do8BgxTnQbGsD7SMCrV8nuUyN/o2573kPtihHruhWFwERPm/V4KVDyOmvOKW9E4NEcWhqjpBPLtl3Jf4IjPYHWxOJk1y0zGqOl74x/M5SCXlYNOwC2c3NxTyW9pzy1Rzewt9pmxf5jfZXXCvK40XnSaDQcONJZo2OAcWhst74HBeKd0oDYvotF9gVwqSjnFQa8BkHOj4yMuKPcSeBy3xsHNol2mnm6mmtcDwe4Nbt0D5+GBuim6Hg87lIMa5iEgoiWr4OVk8x6kRT4lP9QbYf9Ta2OaVuU16EGxdi2YrHoNhzrHkWWxToC/hxRNA1JwFPLY6gG47IYvErNxsZmAdvmLTUemqQab0UhqLN+bJ8uFARJeoXr9TpyuRzy+bx7n6oV81nsH74jq90OwnLYbbKvgEtfsK5UQV7GdgSjTuAgUlbLJ5gcOHAA6XQap06dwvLyMgD4tvvopFcNzHIinFzq2eJz1DtIbkzJe/Im1Mg0z5WWw7ar+UmQ0ZAD5dIUwFh35a50ywz7SrUxaoNTU1PI5XKoVCpYXFx0EfrsR+1fNWHVpKtUKq59NO2oDam2EzTZGWZgOTuCrl5HQFLznu9RY9XYb4zXUr4qm836uDAl3pVP08WHZSrhHwHXPhFrzunE7UR8KnDpYNKytDzurysUCm7V5TmC3F+noKCgShPFxlZpqhSaMJar4iTlZNRslgoaBEVOAjUpAfgmjq2nijoCWEcFV41LUpNTU1EvLCxgYmIC4+PjmJycxObmJsrlcmD/p9NpHDhwwEXPK7iTDLfaiGZbYH8qt0etinVV8NVQBPXQshwFJN5rAZcBtOT11MOr9VFwp2bN/tXxoWV3K9Z73K3oQreTjgJgHwNXkIT11KhmE6RpWfAqlUo4deoUqtUqRkdHMTExgUwm47x6jHlKpVIYGxtDIpFwm5e5qgLbB5tagOPnBBzySNwKw7TQ5HBohsRi2wnqlFuxWhzBRfkb5ec4ePk9NQfdb0kAUSAhuc44qHK5jMXFRSwuLrrIe8aQUVSrY/+ptxHw7/OzHJSmclYQIMGvjgXryNH+YP+plqW/qeVpOAnvtwBJ6oCLjXqOdSHVxVIXnV6E7dCQjF7BR98J+2XYsm+Aqx0XoC/NDoSgF2q1NRWCQTKZdDwHACwuLmJtbc0X3qAeLq6sDDYslUrOpNHMD1Zz0clHV3w8Hnf76khG0wOpP0Ekuu7rI/fDSa2bhe3WFmtmqzNB+8m+A8Y1qSnEzzTGjG3QvO31eh2rq6s+DxtBi5OeqZuDzMxWsUnWM2wzNSi4c/LzOz1sRYGUYAbABRmTC1Oyne8JgI/vVPC1/doLULDelibppiy9lpr4Tsm+AS6gddwWBwbQ+hizboTah/IYIyMjzuShlqXP5OCmK57goPFOuuqqeq58B3NkKdFrt9Po5LZ1JujGYjGXJlgnuZqYBBp1KvDZFkRUVFujFlQul51Wx3I0txfrpxkgADiuSj2M7Cemp1ZzXhcWmnH09PGZas5pPjP1ulrinnyXHUd8Bu9n/emY0Q3u3FGhh8RSCFiqabE+1lHQzTjVd2Lb2E0ZXJB2ymTcN8DVyfOik7HXzlfPFgeC5pXSnE10u2u9qOVw36EFCE42HSQ2jke1FF3lAZynZXDCKzdEsy2RSGBxcdF38AS1OIqS8zqAGUiqoKYAwh+dwPqjKZuVJ2J/ar+wn5Tv8zzP1Zt1VMeG5ZDUK8rnWA2Hpif5M9V8CPR6nWpZHA/0dPI5+t4IxjQxdUwR3LTuqqlr8HGvohp9N6KLqkoYrrgf2VfA1Un6ASy7ejEkgQQ5NQBqVByk1kzRsAFNfDc6Oorx8XFUq1WXiymI66AWoLFBgH/ztPVaqabCo941JXOzuZ28kNeTz1ItjgCh/aLA02g0fJuUVQNRs1cJfn5GU0QdEHaiEZhUOwl679QKte+V9+Pz1WmiYMt+VO5JgYPvjvXUZ2kUvnKhHDP6jtgG9pPuYeTz1MTrBbgsTTJI72QvGlxY2RfApXwEEAxi/XhGWt3Hl0aPlHqIOLh1ddVVmnUkQPBeEvE0nfgcrQP5qGQy6VK+APDFTTFfPMvWSPVSqeQ0h2Qy6TIyKMBxsqm2ou3S+qtJpOEj2gbAfzK0AivrqKaxJcp5L8FCPZkEYGpQGrzKnFwaEwdsb25Xoh7Y5iW1fgpabKPyVKwr+zse3047zTbYPlSzW/kjqynbsdONWFKd/T4I0cVpGLIvgIsSxlQcZEdzMlmy2W4h4d+A/8QbYJtTIqBYvoWTlTyWanGazUDbzvgmTj5OYk4sxhypp05/W8DR04VU01MzgtpSkIbAtnPC8nu2M51Ou9isoImmTgadvOxH5scnb6h8GM1Y5aj4Xvi9fabGYlmtQvkm1T6VO+TzNQCZ12p7uEhp31Arshqi5djCyDA0oZ0qf18BF+DPCjkIMrGVHU9uglqMcjyWr+D9XF1JaKuHCdieiDYLBB0BLJexWnqPRnZTC+AEisVizvNGTYyTzMZe6fFoasap2ck6aRyYapI6ObW/qKmwv9RZQFOVmpfyVdynyDazHkEgqJk2dMuUEvF8T+l0GonEdlYJrbNqVZYk549qmhQFOzU19bmqCetYtdH5+i6Hqd1cjLJvgEsHiv7fr7RaVTihuHJyEPK5GueTTqedNysWi7nzBy2fYldyesRoeihXoYCpdVKyVwFAwzEAfw5yBlwGkbdc7VVz5H2sA+9TMxHwR9tTA7FR7pzUql0qgU2A1Ih3gqvuyVRNVE0xBWbLORLE7VmSqm1pyIJqXvZQXwVmNRvpjLEam22/msb697C1potV9gVwBYGUTqJeAazdoCEZD+C81DCcfAw05I+ajuodZHkcqDRVOIA1TQ4/4wQhuJEsVhNDr+cEISmt5pLyLZx08fj2QR3UZIBt89jyUkrUq4ZJwp7anLZTzSK7eZkcFIN06QllW9i2oJg3/Y7ajEa86zN0ryC9nAQb9oVqcXr8mZrUfJaCoOXC1MGi4MZ2BXF7ulPCLlR7WfYFcAUR83bl6gXA1Ny09xIsbEgEvYrqbWMKGtaL5epWD8Afa0XeTIFL9+fRDFKgIJioyUqNh5yWEtgauMqJxHYRFLmFhgn1gPNPzuZnakrqJNR3okBh81exXE5y9i/DPNQsU+2T/U0TW0MgtL/Z19SodMMzQUm9ohpKQu6MEf/kp/hM5rFXk1u1TTuedKzafY/KUbJuNHW7CYsYBFVyoWTfABfg1zIGWa6Wzb858ThB1bulcUo6WRmZrmaFcnKsuwIZQYbbRhi0CmzzWuSHdKATwAigCogELGD7KHimgwbg82ixDIZucMLWajUHJpbLYt3JTRFAGKjLdjJGS007Cp9JTUkdEwRufaZ6/RiLpZqiDWeg5mI3ocfjcZemiI4Uvj9u3Wo0GigWiyiXyxgdHUWhUHBbrhj2wHqyTWpKMxiVh6mwThxTaobyXuvt7CTWbO8kFkxbyU6B4b4ALuD8TAvWBFMJ+5IoQSYjJxP3xvEoeQ5WmlQM+lRTgOEHnJRK5toVl2mJueJTS9CzGoO0TW0366lhA5yQBCLdygJsayYEOQKJmsTK47GfrInOyUaAU5BiCIkFLgKIcmgELXXxq5dQ+UJ+R62SmiT7T2PeaK6x34Htw1/1/Y+OjjrnAMFJD72o1+vumDX1LhNwWLZq79pe9qWamhxDHDtq1vc6boNEF892c8Jq1cOUfQFc+oI00NLyBZRugcuWQcJdT00Gtk+EVu9Uo9FwB7TSrNRBQlNCiX1OWEsyK3+lZqiCiYK3DnrN6ABsr/rMXmHBgyDHicTdAEqWs306kVTz0b4muBDoeY1OFo06tyBkPX7qECCwsj466Rncq32mgKuaEPuXgGcXC9Y5Ho+7vGIEr6WlJdRqNeRyOeRyOadN8n3zmaoNA/D1LwGM/W95O+3PTtItqR/kmFGxZu6wZc8DVyvVmRNYB6YO/H4kkUi43OU6EcgNKcdBsOKgVMJYQSYe3z6kQdtDjUPNTwUNO0ktj8SspJruJZ1OI5/PO02AWS1oNvIkHE5IagK1Ws2ntWmfKgiwTtrfBHXP81w5moan2Ww6Z4e2nWXbZ1LDUi2MoMBryN9VKhWfN5Tv0PY766pARrBTbyKzz9KcLBaLqFQqvuSBPMCEP0EpeAh66sG0Qcc2bEZ5u0FJ2LL6cXR1K3seuKxw4OogCeKq+nnx5IsAODNQeSZV63kt+RIdwMoRKYdDT6G2SYle9U4yVGJsbMydt8g8YBzsNDfZbvUmKhAqmc+JSmBWs0W1A5qS6hTQAFANYeCko3lME4xl0YOo5p9qoOqhI5ja7TnKIbJ/COjZbNaZ3ayf1cqpdepnap7W63UHUKlUyqXuoenLg2YnJyfPc6hYwNGYMD7bao585jCBK4xY0LIa9aBl3wCX5VaCXuwgVV3VjqhRANsqfrPZdAObXA41BDUBlATnwLXEqu7rU7OQz8rn85icnHQE+rlz59x+R8C/1Yb7KJeXl1094/G4Aw1gSxM4e/asD2gZ1kANxU44FXXv6+TnxmhqWtQOKdqPdFzoBmf2k3JLfKdqmnMM1Go1d0QZzVTVCvksBRZ9p+rsUO2R/VWtVpFOpzExMYFCoYDl5WWfBqWaIvuMZVnvK8Gd3KNqfhSWZ/dhhpVBjH91IrFOwwCvPQ9crTSrIODq1tOiZfEenWx6lLuS3xoTRO2HwMNIcWoM6lKnJqV8FIGC91M4qcfGxnDo0CHEYjGsr69jeXnZ5XOn5kGQ4bPL5TJKpZLT0Kzrnwe+6mTV3F2A/1AP1ZDU+6XbXPQZGrRquUOWp9whwYuTxHreVEtSRwfBScvUuunk003xrJd6TDVjhJ4NQIAtFApu7yiv0b2QqrlqhLxyYKy7Lmqsr2rJNmCWfdyJo9LyuxV1JNjPh0HW73ngsiAU5BlRrUb5kLBi74vH4y6DKctXngmAM0m41YYmBQFIQTQejztTjyae5eaUYKYkEgmMjY25o+rX1tZQKpV8YQYMXaBZx0BGNbEs2ChpriaUcjG8j/XUUBA9REIdDro3kG1ptcDw2dRU1YRSUNM6sD06iRuNhjtAQ987gUkntOXoGNlunQUK8gBQLpcxNTWFSy65BPF4HMViEcvLy2588HnqRND+1QWB703bpO9DaQh11rSzMtr9H1bsM/oBwTCy54GLop0a5HK2HEi3YsloEsoMEdBVneUzUR8Hpl7He3m81tTUFMbHxzE3N+cb8BouwUlLbYy8EINeWT/LYxFM1FPJvtBkftSslEOzkdp8vvJ0anppvJTyjUF10xgv9WzqjwUlC7raFtW+gohk7hjQODZyj7q1x24pYt0JgBY8uUCl02lkMhnXr2y7AruCMvuMzyVgsm2qfQd5G1lWOzCyGm2vooDP9z5Mon7PA5fyEhwA/FwHiO14vbdTuRQLjPryyAcB8K3kasZqmbFYzJ2ynE6ncfDgQUxNTbngRgIeNS1ObPUe1ut1rK+vY2FhwcWGUTNUYOFmYnUAkHfRttlN4FpXO+hpIlE0LILmj5qFupCQx9HNxuqF1H7VyUxzizFsCi4E4CBuTbk4PoPjgPXTGDVm+tD0QtSWyJNp32xsbGB+fh7z8/NuaxK1XNY5k8kgk8k4UCS4ccywH3QsqxYIbAflAtsZO+zY3AkZJmBR9jxwAcFgZFdqlV60LjV5tEydJDpB7L4yneic5I3GVsYDAgUnFU0uEraWy+Bqy3AMZjLViGwFJwbBNhoNZ4qqVqLmkNVWrCmjmgl/aIZqqhwFEAKPapyqDVqiWe+jw4F7LJPJJDKZjKtTKpVCpVJx8WgKLDRHWY46VHgoLLk/3XPId0P+UfuJprbyYAy54PMJXkrS87ncOqUxY6yrhrlo37Ov1FPbLa9kAX0nwKcf2fPA1Uoj0r+tthBGZQ4CC/2bJOnGxoYzITgxLZmq3A7L0BCBSqWCs2fPolKpYHl52WcSElQ0atpqQTZwkppDrVbD+vo6EokExsfHHams6ZDtim5BS4lk5bYYDkINSrc8KUAocCm3R42B99Jxoc9RjUwBXM1v/mQyGXetXZg2NzedRkWg1Ih9HQ9aH74jC2r8TttFk14zzFpnAcvgIqOLkPJm1kRmX2r4h1oTYUUdATupofUi+xa4+uGzrGgZXBnVVOTk5MTh9ZopFIDvGv7dbG4FYJ49exZra2uoVCool8u+jKTq3ePkIaDogOeApCan5qqasRoRD5yfDkfbxedqHJfdPgT4J6Qm4tMYMYZiKPjzudRm9IQkDSHhJNa8+DSl0+m0S30di8VQLpcDFy62m+9GgZQaMuvHRUhBjf2vJp16GoFtvotAq6Yt+TTWIWihUA5V+ULV+ux9Yccw3xnN2ItZ9jxw6aQGWmd0sIOw32dy0uhmWbvac+XkZFCgUB6M/BQ3UZNo5yqu/JRm1VRyuxV3p5uMNYCT9aJ2wSBVC/ZKvLNeCnpKJlMzJJfDUBElk7V+an7yEA/NVVar1VAqlbC2tubeLTk7ZkwlUCSTSYyPjyOVSvmOK1NNR9+ffZdKfmu8moKmhpawPdo+5aX0+foOdCua53lOE2QdgvaOWnBTbb6VZzZIbHsuZtnzwBWkcdnJp3zMIDQwDkyaW0oA041O1Z4DXbMi2LrpYCcwWbc571WwArbNOU4UJegJJgRN5Y50g7V6tHQBUA+oescIZPytpmYqlUI2m3XxTOSlCMA0qzWuiYAVj8edRzWfz6NQKLjtSgQjAhuvU6K7VCphfHzcpXFmnTWolW3TQFWCi3Jq5LholipYWw2c74aOEw2paOUd1XpYM5bvg04BBVcLYK3GZ9B3uwW0gH0CXNYlbP/v13TUe1TD0RVXD0pgUCdBg0ChppUStxYklPvgvj4+T00rBVCu3ryObSXQAdsR+DStWA9yJxoGoWClIRi2LjYeTDkUJaE1Tky1IB78Ua/XsbKy4kzaYrGIo0eP+rbmqLbJ+mqfKhenoiEQCizaNmtSst+y2axP27TgpByWZuxQZ4xdALS/7OdqasdisfNOTdIFLciCaOWQshKknbcSu3tgJ2TPAxdFVzHg/BfYrtP1pXRSvfmdPT2GgMaBqJoIPVNBZiTFusKVtCWJr14p3qNgR1BRHsYCC00wAoSS1DqZlJi3W1W03kpc02upmoMGoSq5b7cxlctlHzfUbDaxuLjo26zM57Bfad7qPXY7DNtGbU95LMuh8X1qbnv9zT5SYNTtVNovfF/qUbTcIbVx1oft4LtMJpMuTQ6dHxqFb81cHc+dJOwCrn1gHQ3DlD0PXFZDAPwgFWSWWSHHE4vF3L5CFb0vyAPHgc8YHQ40BRwlyGmWqGalAZmcDLon0Gpbyk+pJ0rbRC1MNSYLbKyPmrI0ezSKnmVqnQEgl8vB8zwUi0U0m9tZLNg36sig5qSH4apmofsSGbVerVYdmayLEwFVg16bzaavb1nnZrPpylFPLOun3lUG9VKzopmfz+ddndbX11Eul52pq+9KzWjlvtQbaU19jier2dGBAGwfoJJMJl3ohfJcHIfD1IrY71r/YcmeBy6K9b5YrYkDMyj+he50AoLyEby3ldqvgKlgYLUuJa95rU4udcvT5OCz+RwNilRthR4wG09FIGR5Wm8FXtUY9D6aKdp+5dBo5lWrVZ92YQe19pndPkNuKpVKYXJyEsD2pG02m1haWnJaLfuXfUoNxZo9qhXo92yfhl+oJqy8n14zPT2NSy65BCMjI1haWnKBv6rtahtZBxtqoSQ/n2lBlu+SYMqFgABFJ5B99+2shH6kFc0yKL64lewb4FJR4Ala3aw0m1v53Wk+tAI9NXNo1lA7Yfm6KgHbsVWcGJoNwdbTitXKmINetScNWtQIdPWK6cS0WpmaiADcnko1V5Tg1nMLSZJT09RzBRUwlEtS7ZGguLKyglwu5zQaz/NQKpVQKpVcHjE1kfS9WVEw0D5X7VPBhqS75iMD4Ej6sbExTE9P44orrkAikcDKygoqlYrPxNR6aF/qpNd3rWNJ71FNl+9B4904Zjim2CfqOOgkaiV0K9bqYFnDALB9B1x2BdaB02pVUhW91XU6+NQUICFODsJ6fgB/HJR9yepW1xWc3jdeo+YI28XsDgRTPkvrRm8cSW4FDHUucGJPTExgZGQE6+vrqFaryOVyyGQyLq5IuTeWrbFFnFjkbYJMU17PH/Ybt9rUajXfOZDduv2DvH/qLNF4NZqvyruRaOeWrGw268rl1p1yuXweEGm8FvuZQM5nqNnNHG4cQ/od66cnjSsXq5vaNSXRMDQvyxvr5+yvQZuo+wa4gsxDAOethq0kzAqkg0NXc05MTmidOORcWL6q90FmBgcBeScl/7nKqkfQmhlaPwtSer6fVf8V4IGtyVepVDAyMoKJiQmk02msra25bTC8V7UxwB+rZM0ManjUbtjvjGHTjKD2fZFcDyLg9f3Yd6RgoGEprA/NYZrwLJfbeGKxGIrFoqMSVCuyZL2+RxttT/G883cdsB66L1X7lGNLx5HG5KkDoJO0W8BbXd9JIo2rB1HtSolwNdkscd1OtAwVXVVUVdegQdXGVCNSk8QS1jrRlCSv17dSAOseO7udRgl/NSmpWQRpntSwONk06JTaAU0QcjkjIyMuVTH7QCPDtW2W52E/0YxUfsomBGR9aCbxXrad/b22tuY4Jvvu1DvMtrIsmr0U1bCUDtDvms0mFhYWsLm5iQMHDjgTVjlGLiTMGKLhG7xGiX6+Jw2hURqB4K910RATz/N8kfU7GaZgJTIV+xBVWW0nWkIx6POgsqxYslfBUDUwAOeBi5pl5IJ4grKS/JxUvIfaFb1IqtnxeyV3CSQ27ob9QhDlZ3ov60Xvqu53XF5eRr1ed3nq19bW3MRRE049oixL457UBLQkNgFAJzb7Rd/HyMgIMpmML7OCviOCu9Ug+V5suc1m00fS67vleywWiwDgIvZJ3isQ6yKhvKMS67yGoJTJZHyauJqrvE5NWb4r9TSr9gd0DufpVnTR4/869odF0O954GrVcdabYwlFO7nD8iiW3NRVXYFC3eAW6LQsDu5mc/u4Lg5WThitv67kNmBUuSSrSQHb3I/dpwdsgy1zSqXTacetcEJRu+JWG7adoMN79STsUqmE9fV1N9nZboKyuvz5HAK8hnl4nn+TMYHfOht0m5Sa8wQ0NcdbbSq374jtmJ+fR7FYdOEZvJ+aloKY9rnurWQbNSCX26Mott0Khqrdsr9Zx7AEfbcSpNENC7Aoex64KNqRQZ3KAaqckL2nFU+mZXIvHvkn1Vw4GTQ4kGo9BzoHKstiPfhbgZWeTn0+AYo8CU06BV2Wa4lnYDvUotUqzoR4Y2Njru7AlkbA9DEknxl7lUqlkMlknClZqVSwtLTkgkoJJOS2gmLg1MymRw/wZ0XQvtL9ffYd8nnMQ0azne9Mdy0wjXaj0XDaph7SqiES9CjqYqXR+OroYN3VmWKpAo4TXcB0wSFNwDZZ7pD9xBAZ1dZ2u+wb4GonnUxIoLWKbQEtHt/aBkLXuQKCclCMcVIvGwe6DkwORE5EkvnK/aj7nKDHv9Vk0JgrGxbBtpAX4+S2eyK58nOFZztpmtF7SnBLJBIufQ7Je91wrhoP68R+Y/toWiroAP7cWHwP1BRZdwtc7Id4PO6rI3k7prYmyFAIIHym1pPC/1mejgnVkPi+NDJfCXwFKy1f34P+qMODCwABluUOWwPaadnzwGV5plbXKAkbBGStVirlDuzn9K5xPyGwrbkot2FDEeyk03rxZCDyQbVazWk9rIdqedZjx1Wb9baxXKp9EVRV22OMmgVy3p9Op5FOp92BqOVy2W1oZrvs+YiczBpVz3YTrFV7sua1gnAsFnPgTW1I+y6Xy7lJns1mcejQIeRyOVQqFWd6j46Oolwu+0xH9pWS4tYzSqCxnjw1E/UzBTICty5CqqUpAFG7AuBz/PA69kuvp/3sBtnzwEXptOIoUdvN6qTAAGwfs0WzSIM61VXN3FosQwe6AoiaN5yU5Jjokrc8iWoUJL85+anFaFyXvVe3ilCjoQnJCUMTSvuLGod61kZGRpDL5XzaFzkwy7tYLx/7TUNGaAJbU5ITXTlJxqkpcLFcZkplCAWzxNK0TST8h5lYTVW1VOD8PPNaF2uKs66A32xXkLZOAoIR35dqdGyvvjddfPh7r5iJADAUP+np06fxMz/zM5iamkImk8G1116Lb3zjG+57z/Pw/ve/H4cPH0Ymk8GJEyfwzDPP+MpYWlrCLbfc4s6ku+2221AqlfqqF1fFIBLcckm9CjUHXemofTH8QbkSjbdR75VyU7ZsplfmYNUc7tS0ms2mi+zWbBRBWotuzKZXzvYBwZFEMTWptbU1rK6uYmVlBcVi0UWzx+NxTE1NYWZmBhMTE6jX6+46hito8kLyWzQbbUpkalYaAmE1F/Y1+1A1Hxt2QFOsWCxibm4OS0tLWFlZwdzcHF588UUUi0V3vBufqQe86nO0LqqN6f+A3+mhJqI6INLptAvq1cwP3NxNM1ZN7FQq5UDZWg22XwYpnE/qyd4pGbjGtby8jNe97nX44R/+YXzlK1/BoUOH8Mwzz7h9ZgDwsY99DPfeey8++9nP4tixY3jf+96HG264Ad/85jddhstbbrkFZ86cwf3334/NzU289a1vxdvf/nZ87nOf67pOygfwf+D8dDRhViXVrlqZnwo8uv2FgMYBpnyGeoaCzDeWocCo4ROcTBpGUa/781NRg9NBrBPQmhUEK92iY81X/qgZOD4+jkOHDmFqagrNZhNnz571bTxWQCLXp5uh1fRTb6l9B/yM11KLKpfLzkHAdjLWTPPHUzPkgrK+vu6AgSmZDx06hJGREd+iqcClmpd1oNC8VVNQx6NqWNrnSidwPOi+VgVAlkGPrnKiypupNjYM0TbtBJ82cOD69V//dRw9ehSf/vSn3WfHjh1zf3ueh49//OP41V/9Vfz4j/84AOB//s//iZmZGXzxi1/EzTffjG9961v46le/ikceeQTXXXcdAOA3f/M38eY3vxn/6T/9Jxw5ciR0fdiJlo/hBNHP9LsgFy/La8VrUawnLBaLuZONdbBx4BOg9D6dsBz49CI1Gg0fH0TTBgAmJiawsbGB1dVVtyVHN9rqwAriqJrNps+cs/wM+0C1GYJnJpNBoVBwZuzq6iomJiZ88WE6oZQv4vvQ/lXtBdjeCcD0M9SiCNLZbBYHDx5EIpHA0tKSK4OODvYF+5FmNk9RisVibtM2wUvzgZVKJZ8WpaEqQfXWPlZTz36nOxp0d4AdC6ph85kMeaAWThNSy7Zc5TA1o3Zc8iBl4KbiH//xH+O6667DT/3UT2F6ehqvetWr8Du/8zvu+2effRZzc3M4ceKE+yyfz+P666/HyZMnAQAnT55EoVBwoAUAJ06cQDwex0MPPRT43FqthmKx6PsB2q8ErV5gu44nGLVSjzn4mHednIzu2wO2ww54v8ZcUQgOltgHzs/vZfkNNReCgIqTgbwZvYGjo6MuPbQNaOX1NGsZ4kDTRg+tnZubw+nTp8/TVEjes76NRsNlMAXgTJ6g98C+UG0xlUr5+thGzbP9BCA1s9iXDGGYmprC4cOHMTk56TKsHjp0CFdccQWOHj2KfD7vtBvdRE1tj5qvpSN0vBBENamjtovvjhoUtWRSDMrT0XTnIsNn0KxknzIx5KC1oW6cWIOWgWtc3/nOd/DJT34Sd911F/7dv/t3eOSRR/CLv/iLSCaTuPXWWzE3NwcAmJmZ8d03MzPjvpubm8P09LS/oiMjOHDggLvGyj333IMPfvCDgd+18ybqd+olaid21bRaDAcOJ6h6uQA471apVPJt89BBa71JFE4MAggnDzkhmqhqgmlaGfXYAX5zsNlsus3D1Oq0T1gf8nVqCnHyVioVrK6uOle8NQFVA1BA5ERUDYWiIRYaZ6ZaKwCn1erJO2w3PZnqLWS9Pc/D2tqaMxknJiYQj8cxOTmJ8fFxjI2NYXZ2FgBw5swZp5GpdxjYDurl/wQjzRLCsBj1+rF9+o753pW7VA2PfUCukSCsprhqjaohD1LUkUAJO4/6kYEDV7PZxHXXXYePfOQjAIBXvepVeOKJJ3Dffffh1ltvHfTjnNx9992466673P9M7dutUHtpJ6rJKBdFoRbB/Oae5/myawLwnaRC3ko9fTpIaV4xDsyewENzCYAj5DmQSIIrD8Vn2HxVTKRHPsg+B9g26bS/ADiNQ81h1SIItDzoQWPFVBuwh6yyL0ZGRjA+Pg5gC3wA/8k7AHyTm8/j71QqhVqthnK57DPrWC7NeQVPguvU1JQD5kKhAAAu4p/9wwVDTVHLhVED14307FOOK3pbtf4sh2CnnKMCvWrC1JotrTAMseAV5CwZtAwcuA4fPoxrrrnG99nVV1+N//2//zcAuJVrfn4ehw8fdtfMz8/jla98pbtmYWHBV0a9XsfS0pK73wrV6E5iCXkKO1u9MmHL0Xv5P4GIqXVVY6FGxkGve9s42TloVRNi2UFEK7UfThA+QzkSgp9yKDakoVwun0feWzNRPXV6ZiQAFwZSr9edVqb1pWZFp4US1Dr5WTclmzmx1eOq/I/Wl+9DnRbMV8a+5ELALA/lctn1Ua1WczsBVldXkc/nncaXz+cxPj6OtbU1xy0R8NheXXS4eBGwFdyZBofBsKlUCsViEfPz8z5nBvtONVgungR/Ahc5MPW4hgGQIKdVWAni9QB/QO0gZeDA9brXvQ5PP/2077Nvf/vbuPzyywFsEfWzs7N44IEHHFAVi0U89NBDeMc73gEAOH78OFZWVvDoo4/i1a9+NQDgwQcfRLPZxPXXX991nRRUWtnllmDtVB5fSNAzALgtOc1m02UB5eeWB1Cg0h8+RwcpzUrA7wRg2TTRCE7qjaRZYkMtrNte+SFto0Zla+Q7zVFgC7i42ZomajabdRoNOS99D+xLDnA9/ovPBeA2kytYadu0v1i3dDrtOKKRka0UPACcRsStOgQ85Q6pFS4sLKBYLOLSSy/FxMQEYrEY1tbWfOWRk2K9rIfUxq6xz+2+Rh6+QXBVTVd/OGYIVtRO+RwAPoDWMcZyVaNVEzTsPLAS5JkflpY3cOD65V/+ZfzQD/0QPvKRj+Bf/It/gYcffhif+tSn8KlPfQrAVkPuvPNOfOhDH8KVV17pwiGOHDmCt7zlLQC2NLQ3velNeNvb3ob77rsPm5ubuOOOO3DzzTd35VGkhNGeun1ZCoStCMlyuYxisei0xOXlZfedRrarx0m9f/yc5C6DF3mfrpCWI9EBqhqYZmNQsLYDmoDHya38m2qWHPQ0jzc3N52ni4n/ZmZmkMvl8MILL7jsoNS8FIi1b9WsVb5KnRE24FOBC9hy+oyNjaFer6NQKCCTyTgCn3VgPfS5BC39nrsTZmdnXdYGcmoae8Y6kxpg32iIh5rtNO3T6TTW19ddpg2b/E9NL3JxWmf+bbcQ8T3Sq6h9zHHB/rNjp1vRBZZlDUsGDlyvec1r8IUvfAF33303fu3Xfg3Hjh3Dxz/+cdxyyy3umn/7b/8tyuUy3v72t2NlZQWvf/3r8dWvftXFcAHA7/3e7+GOO+7AG97wBsTjcdx000249957e66XNeesdNvJCiD8X1csmgbnzp1zexc5UFVj48rPlY8DTxPHAduTVycrwY+cVDwed9traBrRhLR79qw5pWClA0/NLfu/thmAT8tLpVI+L+rGxgbW19d9G89V42O9CEjVatXVf3x83Je9gaaYBtuS8Cbg0PR+yUte4g6DTSQSmJubc3smuRgkEtv5xfR0I9ab7WKowuTkpOPgEokESqWScwio5sx3zeeMj4/7zHnyXbFYDJVKBevr685sVTC1iyQ1X9WUVAvTa9XLyfpx4dJA6aBQjl5lmIBFiXk75b/cYSkWi8jn88hkMuep2MP0dgB+VXtkZASzs7OYmprC6uqqc3FzAvJaci2cOIzSVq+Teq2sJ4oR3uRcALhVWwcv+Q89GYchBcqF6R4/tol9GOS84DBi5H08vnXaTTabxdTUFMrlMhYWFpz5qGaLOh9GR0dRq9WwurrqNMRCoYCJiQlf/nqK9kGz2USlUnFOhoMHD+JlL3sZvvd7vxeHDh3C2toaHn/8cZw6dQrnzp0D4N8kDmwTzXafIvuC7aMzIplMuvAb1eJonpLDyuVy7p3QrCZ428yuym/qokGwoTB9kWri7AcdX4zzq1arWFlZ8e1tvZjE87Y28TP+r53sq72KwwYsiiUnSco2Gg1fbnYAPo7GxvnwfoKGkvycsCyHx9BzEig3ohqSmjU0E8gD0aumUdqcGCTGLR9CE0gnOE0daiGMZNc+YV2o8ajWqVoDvyOpzcnMPiaQsT+UzOf/k5OTmJ6edpHxBHduvVIHCDU4BVU7bmgSx2Ixt0Vnc3PTx8HxZ2RkBJOTkxgdHXWZJ9g2bRP7EtgOabBkv3J6GpFvQ0zUDFQtVsMUdru+sm+ACzg/Kr6T97CfF6zaXb1ed3wPf9T9r1wVSWQCHt3wyn2pxONxx48wsR8zY/LHggqwPUmUjNZ269YhgqhGZqsGp8Gc6gDgMzUgVM1N3kuNi6BO025jY8N5i9ULqyaRevSU9yIXNDk5iUwmg83NTZw9e9Z3Gjawbd7qPj/eb/lE7XsuQuPj4y7qnpu6eVAGTV6eUqSBvjZ2T8UCGT+jFmw1Xva1toVaNt8BF4BOoT67RfYVcKnWpTyTNQconUCrHbBp2dR4KBxY1pOnQEMuRDfa8jpgO++Xeo4Y/xN06CmFGhUHNutCDYF11eBWBQxey4nOcAiCmhLEBDSCCyceNwYz4p3grFodQyRo5uhCoP2p74AgQHNuamoKyWQS3/3ud134gppfCsBqEnPh0HHBPmFfqMZL7kq5Pfbb5uamowiYjYKfW4Di4qSOG91MTw0Z2I7G5w4NXXxUI9P3z4weQYcaD0s6KQe9yr4BLgUY9dLY3910chhtjBOBbmvep4QpsH2Qqt5D7YUn5+hzNZ6KmgqwHb2tWhs/Z9mqRai3SY/B0uh81k1jpRSU1YQF/CfXsF4ELt2rqABFkGJfqCbF+CnWVYM3WR99Fs2zQ4cOYXl5Gc8++yxmZ2dRq9XO6wfL3VkNTk169q3WK5fLuUSJ5OSYi4wgzIwasVjMeRDJM7Leyo+xjRqQzDromFAaQdvDBZCLMz+3YS87IcN63p4HLgUmCzS6our/gxCdFOR8uCprOAK1ElXrCWac7AwxsIevMpCR0ebcDGwPnFATkQCkq7RyJXyu9gfvUU8gsB2vxGdpJDtjqNRTqhqbzQ9vQyMIntY8VE5Ng3YpyWQS+Xwe09PTaDQaOHXqFGq1mtvyoxkUqJkC21H3BGwFZ9WEte/S6bTTtqjJ0OM3NjbmO/yjXq87j6+myuH71gBWCrkr9i01cdILNh+/1ZgJaLq74EKA1zBkzwMX4E+7rCvTsES1D7rolUDVOlHLIbBp8KUl+QkASiJzQPIafqbtJVhwcNsJquXzb04AmirMqcVobt22opNBtQMNhVBgZpkEbdXsdBeBNeHVHLJmIyd9NpvFgQMHkM1mMT8/j4WFBXdga7lcdvsoSfjH43Hn8eNWoiCy3z6r2WxiZWUFY2NjmJycRDabdckhm82m24/KU5gIYEx9zfAVNd0BfyJI9SSSt1TOk7910WD9GY4TxM8NQ6xZOmzZF8BF0Yk6TFGXOAdeNpt1qz5DAuyhD8opcdBxVSUAWq5LSWn1HCnJTGBgndT000FOUc2GJPr4+Ljb0JtIJFzMnZ7bCJx/5Jb2h16nfUXAJJjoPj8V1dw0AJN8HUl9hk4sLi6iVqu50565f4/9xwXFBsEqmGsOf12MWJ+zZ8/6dkNQIwLgTrnWzdZKE2QyGRcGo4eb6POVg+Mz9P3oO9M+41gC4JI0arzXbpd9BVwKKPYFDnrF0OfQ7U0yXScm+Q9qUuRyaFYqH8SVWbUjXqPmAAexXg/Al7dLr+c9BAYNN2A5zGRBT6DGmKmJaM1htlOJeP2tmRMsKW61OH2HdFzotfTwpdNpd1QYo96Zn0u9amyjaqmMiWJb9IgzfR7v0xAHmu70OFKrZCway1WTM5/Pu3rR3FTPI9tL8GOduBixLOsttGOI5x/w+YMWHTM7IfsKuAB/lLaaIsqFDeLF6kvkxI/FYpiamnJmgnp+yI3wc1s/TiAGTKp5oUS43sOgTrZJAz1jsZgL1rTbj4Bt847eSg14VdOb7eP1nESshzoH+JnVFhSYbHQ3J4RqGwreBMRUKoVCoYDx8XHnySMXRCChKJizTalUChMTE46X0rZYno31YR3s4SHKNxHQyVEqr8ZrGGGv2Vc3NjaQyWR874b9R5BVMp5tsto1uUDm01eP9qCBRssctla3b4BLBxzQ+hDLYXX45uYmisUi4vE4ZmZmcOjQId+R7AzSpOeNg8CGIyjpTjPTaos6KTkx+btYLDrvlsZk8T51/es2I9X4YrGYW8E1jIOTUPkxXfmVm+OkpQlDYKVppB4xBlNSM2PwrJpoavIuLy+jWCy6BQCAD4BYN9XuNNEg620BU7VbDcTl3zYERTVGPVmb1ykdwINNqFWxjxhPxzKpqemz+Q4Afx5+1bzVizws0XfGdzIs2RfApR2pg0mJ+iDQ0pW5F9EQAmBrpVxdXUUikcCRI0eQz+fd5KJJo94l9RrphOegtFkUbH3JoVFz4mTVcAftD12lNXJfzQxGnKt3TTkttok8nvY7zZqg8Aru56QWSE2FsVEKFNQsdbMxM6uura1hfn7ed4KSEtRWu6bZpQeQqGajZqyCpXV4EIQVKPVvPo+ARS1WFwjdScB3p2ERLI/9rpSDRtSznaqZsf7D5Lio7XHcKI86aNk3wKVAxc+0Q4M0sH5Aq5Vsbm5iaWkJjUYDhw8fxtjYGIDtXfwEJQ5g9cbpwOUksSS29WjqBuF0Ou24FgKIejt14KkZwWexHPU2AttBrbo9RsMs2CZqeGyfhjtoUKYOeAaTqjlME5F8G/cyAsC5c+ec546gyr5Tk8pqp8DWVh6bG4zaJ0FBPaJq1utCo2YzgZbPU4BhvTQNDTU/amH84R5HC8S6sZvlkUfle9Hj3QD/ASmDFMtFDtOC2RfAFSQX0rOyubmJlZUV1Ot1lyYlnU77PHQam2RDIzgINRsDJxEA36kvahrEYjEUCgXHeSiZTEChqFlBbUK3Iykhr2Ck4MN7lWfTdqgnkmcEEFTokWOaaPXkqbaXTqcxOTmJRCKBM2fOYHV11U16HufFyaxpk9k/bKv15rHuqllxAVRNR01gDYxVk03/tuDRbDYdIZ/L5XzeQH6nRD37nc9TbksXMt5jyXjWlxu9+xW+L+uxHCZoAfsIuHYqvkTFDlSVen3r1Jjl5WVMTExgZmYGo6OjWFlZcWmBW0WyA/ANbmo2nAjkzrgqc5CTR1GNSaPNqRWp11Ing05s65Gk2cb9kgB8pm6roFbWX0M9aCJNTEy4ejEmygJYoVBAPB7HuXPnsLi46PYnjoyMYGFhwZdXixk3qLkQBNQcVI1MvY6274O8psp98f3ru1MzX/tCPb2c/FwQtC+tc8N6mBU0dNsXTVCaphwXg+C7LFDtlEKwb4BLZdChD+2knTper9dRLBaxvr6OSy65xJkIsVjMBUPSBNEBFzRwdcBwsigHRQBYWVkBsE3ca1iE1RLUvKIJRN7Hag5sj95H0NP88tQcrFmlXBnbtb6+jlwuh/Hxcacl6H5I1nNpaQlra2tIJpM4cOAAxsbGXFwXry2Xyzhw4ADy+Tw8z/NttAbgMwMVDJRjBPyhJqyvPsdySHqdms3sZ9Vi1amiIKjR/qyD3Sqmi4DVdq0Xd5DgoibqTsq+BC7g/PTLyhsMQ+yz+KJrtRrm5+fdiTI8RFXrQZNHTTolZNXzqLFfSrAnEtv5mJrNpgvLoDlCk5NlEux0GxBXbGCbILY8G79n+IF+ns1m3VYYalWMtSJ3RoDWIE4mZCyXy8hms06jWl9fd+l8eBAt08eoBrWxseFyZmUyGR9YECT0xB3lt/SdAduahd3FoCmYVQjs6pEksKgWRw6RQKj9rVqqOljUM6ngaZ9tNVq9ZhDSCbQsvzwI2ZfApTa5xkMN09uiZfNFsh5LS0t44okncPDgQRw+fBi5XM4d7MBJrJoVQQvYDnPQmCUOal2FPc9DpVLxZdjM5XK+4FUlVFXrAuDTcNgG9dLpSq+ku4Y8qItfNTflyXQTNt/L/Pw8lpeXXajD0tIS0um0a9+BAwdQKBRcZH+z2XSbmUdGRtwm6HPnzmF2dtadhENTWc04Aov1vKoWq3XTPqfwmWqqEyTj8bgDdXKC9XrdgSkBnhH1GhoBbPOb7DMFN+07fe+sJ//WoNphijoSgMHOr30JXIA/sX8YTctqQWFFvXz6mTUnVlZWHPcyPT2NZDLpcnjRpAC2t55w0FJsoCQnmLruyX2p16zRaPgi6qkZqPnJY8fUfFHOjdoLuS49AZvAxTimUqnkMx/VI6lHy7PdDK3gc8kNbmxsYHx8HIVCAclkEktLS87hQW6MaWR4jBg1Lh7sqhuglY9iHyp/qMBLzZDXaQgLQU61KpZtNR0CDn+oSStnRW1JQ0MIXuqg4cKldeO41TGnVMOgxIKgtrnVNf3KvgCuVpyWXU2DYk6Ue+lFglaZIPPD8zxUq1V34C3NntXVVRe1zut0grNtGtxJUX5FtUq63Pl8ZgJVDUtNRNWodIIT5GiWMa6Mn3HCacoeapD09nHC0msJbCfE4zspFAruO4JNNpvF9PQ0CoUCFhcXce7cOecpI7HPQzvYh9z6o+EDmrGUWp+S5frerWapIKOalWpqOsbUYcLyCEY0WWkicy+oBvHy/bF/yX/STGV9WY4uYMoxAnDfDwJQdMxpX1grY5CyL4ALCN7cqx4Ry03Y68K+YGtqtRM1x6hFlctlnDlzBqlUCpdccglGR0edd0w5Eg0L4GTRvYo0G2iWMZ/9yMiIS6tCEAD8m7a1b5So5ncEKvVCcsJ5nudMIdZXU9joQqAxUxoNzutoUk9OTuLgwYNIJpPuLEPGN62srLjYLU5UamXqSaVpur6+jsXFRUxNTblTf9SzqlyTalBstzXDmbVB+TQuDtTOdFGwOwPUo8n+UxOPz+SCoNqXZpAlcFmvrfaJ1nNQZltYQBo0d7xvgCtoQoZ9gQSjMC9JV1kOzFagqHXT1b1SqWBxcRGzs7OYmJhwk5AeOGoWPKwBgOPENN5nbGwM+Xweq6ur7kgujRmjKcpJaieNtkfFaiVqOloOiGVQE7AJE1meanP6buhdnZiYQKFQwNTUFFZWVrC4uIgzZ8640BElygkqABzXpebr+vq6A3ANbgX8wbRqulkvIAD3HuwixXs1hkxBima4mtmsk3UWqWlKE54hJ7qLgd9xHBGEtW+HIQrKqggMW/YFcFnQsYDViTy07t52GpiSoUFlKldmy1G39vLyMl544QVcfvnlOHLkiONw1B2vniqChuaKB+DTtqg9kfTldhcFFu0faxbxt25TUlJdo/2to4DtVS8eJ7bya9SQdMsQwxmKxSJGR0d9oKX7+KypRk1ubGzMJfGj1rO2toZ4fOskaV6rYRv0bmoYAvtLQVm5RwIT66yODP7wfrabz93c3HSboNlXlvTXYGP1OjJ1jmZFJWBprn67U2EQYKbjZydlzwOXThqdRJYj4jVBL8B6RpQcZXl6jQ6IoPLaEf38bmNjA6dPn8bExASOHTuGWq2GlZUV38qmxDXDCdTUoVlRLpd9J//Qs0ggURNNtSntG+W2WI4GVmpEum2/TmY+k2aW5Q+Zt4wTn0GjtVoNzz33HOr1OtbW1py2qNuj1AnB483IdREwKdacpKmr2glBTFPdaEiCakMcF+Qq4/GtXPSpVMrtg9SwAPUOaigG+4+alPYj77P7NgG4/aQ0VQlS9r2qx3ZQHNeFkH0BXJYQ5YDTsIhexWoUVnSw6j3tODB+t76+jrm5ORw+fNiRtepZAvypbHTbimoR1Ep0Gwj3sCngWA5ESWZqWhqoqf2pwKYalwrLUCKffcD3US6X3RFiLOfAgQMuVQ0TAmp9SexT2yKgK7DRs6nva2NjA+Vy2aWc4fXWs0jPqPJafLesuwJbo9FAJpPB7OwsxsbGsLCwgKWlJZ8Wyf6i1qehD+r1Yx/Yk5YYqU+g1v5WZwNNVZ525HkeSqWS22IVZrx2kp3WtoB9AFzA+dHdwLZ2ZbWpThKkVYQl4VXa8WXKbywvL2Nubg6zs7PI5/MOqIrFIkqlkuN2qBWoB5GgpZyKmlPANr9kzSvdK6lR8Ky7go4CmmoOwLbnjdeqGcYyNTiyVquhXC67fZQMxahWqy4tsprFAFwcFIFFtelqteoyLTDttE40mly66ZugSPCu17fzfukRYWpO8plcEFge79UYK6Uu4vG4i0mj9qwaKp9HzyPHhzoDdH+o5VeB7Tz8R44cQb1exwsvvICzZ88GjjvWL6xYGmWnZF8Alw5Ciu3sbjwt3WpoqpIrcdxOOAgrlQqef/555HI5TE9PI5HYys3OQa4aJeuviemA7VAJDn4l09knuk9P440syNn2cPJaU0oJbjVdLAemIKNmNzUFTW9MANZkfBS7bYnCgzIIHmwLn0Hthf1Fk1oXD6vJalnU4gikagavra25PGvWG6mSTqcxMTGBc+fOOd6PoMV3w9/sK+U1NRSCdeS7Y73I5bG97AM7TrsR5QAjjmtIYrdK2E4P89LCgk6QWPAK0sKs95J/Ly0t4Tvf+Q6+53u+B4VCARsbGygUCiiVSm7SANtmhXp5CB40qRS4NBhRtRVqScphse9Ue6IJw7YppxKknVlzWXkuan6cXDSJ4/G444j4uea9Us1C26VxbZubm85cDOLV2HcaAsEfbZ9qmGyPmsl2gdQAV/VEElCCNL+g90cPIc1I9h3fp3oTrROJqYyYOBLYTuEdxHF1A17dmpSDlH0BXJaA1w5vpeoGvdSglxxG+2oFUJYD0ut4DQnXubk5NJtb8VIHDhzA9PQ0YrEYVldXAWwfWsEc9hqVrbFWBBseHUbyXGOQuLJTw7ETnROHk1bNJg1AVVNLNTwNd2Cbae4kk0kHprFYzJHwGoYQVA/Vith/5LWA7RxmDJ1Q7YfaGk02GyKiZjCBRfdqKr/E/gbgixFTwl+9sQRmlkEti2mblWekpqWLh/YDsO3lVFO+2WyiWCy6U40GuVfxQvBbwD4BLsAfS2TNiSAJAqROQNaNtCPmAf/KR/Can59HPL51VNjY2JjLs76ysoLl5WU3IQkCBCWuyjqJCVDAdmphwJ/W2PaT9aTRa0mzUOOoVKOgpqBBkiyDW2/IXxH8aL4x2SEDOjmxWYY6CQD4NBIlywE4DU7BhECg/BEAn/bIMaPeZNUwFWg19IHAn0qlfOCqTiH2I3kx1kGBn+3hAhEU8jIyMuLap+9uY2MDq6urztOZy+UCwa9fsZrisGVfAJeahxdKtbXS7aDhRFldXXUn1qTTaUxNTQHYCkDlidfxeNwXv6NCLxS1G8b/ECA0RoiAZHkUjTUKMrU9b8sjaoGLZfLvsbExTExMYGVlxXFYjGfSuDLVinQSE/zU00kOUHcEqLmmDoog8l3fi4YSqAkNwFemlqcmNe/VrTZajgIP+yWdTrs+ZSpvvqtsNnse6AFwoJXJZNBoNJyHkm3VMAsCVq+UR9B4UuvF8q3ap4Oce3seuHQl4Ivm/+qJ2en6hPFE2no1m01UKhXMz887c075HB3gzN9OAlk1AfU28fRr/VzNGcY5KTdDIGOfWhNOAx11L6MCEQe4EtuquenqbQe+mk4aOqD9xDZRAyM4KXCpxkXTstFoOMDgs9i/6oHVd8jP1ARWroyEP9vFtvNHzWlqRQDcFi0NOuXYYJvZpkwmg2w26xwMDJZVTdLudghLdbQbo8rbKncbNHa7cYB1kn0DXAB8K4N+p52/E/Xp9TqaTouLi8hmsy7zgXqtuA2EmpRqXpzAqjUB2/yPrsSWrFcSWB0IwPmBu/zbfkZNi6BRKpVQrVadmcpUM+r9soGUaopQ69HnaBgGr2fb4/GtU4gIwrymWq26/ZsEOn0H6v3U8jVYVo8/U4DQd6feVYI5AUXbqeE2BC2+e82EysWG9VbzT/tM3zNpB76DQUor7rgTn9yL7HngAvzEKFdZdmArD1+3otpBUFnW9g/zTJ1c+hlzSxUKBcdrZLNZty2mWCy6lVg1HSXr1dPIAE7msuJKzfpZYprlEexYNicjgzkZssH20oSjE4An8QD+jBlaNzVtlaO08WeqTSswE6wZFqER6Qr2m5ubvtOELLBzGxIJ7tHRUYyNjeHQoUNYW1vD8vKyj/PjuyPhbh0H+reau8C2o0LfOTUoBssyJk2dG9zXqcCkHkzWTePmBiF8js4BC1CD5r72BXBR1FRRtTXI09iLtLvfvjg1V7p9hud5KBaLmJubw/j4OHK5nOO3AL8poEe7cxLpM3kYBQFCTUZqGTw1R7cH0YTSTcM855HkuoY78EgujXtiHbVcPekmlUq5uCYCiSboU4eAckYECWogalpy+w/rRSCu1WpIp9O+LT4si5koWCbF8zznVFAeUJ/JSH8Cpk5ujdRXs5XcGRcAXeQ0lk1BQsskyLOfNUyDY24QIGIXa5YbZLkM2prZN8Bl1dVWL65Xu58Tr9W9Qc/r5Vl8Tq1Ww7lz53D06FFMT0+7BH3ZbBaet52zixoVo88tN8WcVRsbG1hbW3OTkB4pTiblqjh5SCSTE+JKHo/H3ZFhzN5AbUvrxgnIdtFZoJONf1sTkO+RdSC5D2ybSZa/VODSz2g+xWIxR3BrCISeiKMarB4ZRjNUvbdcOKihqXmoB5qoE4Dany6sajYGOQCsic1xpRwf6zhITYtt1DHciuMatOwL4AoKgAySdmYev+90f5DYyRN29Wk1CPj5+vo6XnjhBRw4cMAdKgHAkbMA3CZlPpNgRe2oWCy6CUgXuwaD8j5qa6w/T/WhFqWaHPO/j4yMuCR+al5yXyHbwsmmgaWlUgmA/zBVJdgJDvSeqegWJQ1NIChbr6XyPrlczsdZbWxsOHBS81U1JGqKqlFpgK/lvAg+qvXZo98IgBpyQc2V5l69vpWmiPVUJwH7k8fRlcvl87TFQUjQnIqAa4CiNni3ams/L5mgqUR3GE9mGA9MvV7H/Pw8nn32WRw9ehTj4+NoNBouVTElm826bR/cLsStKEpue57nMhqsrq6eF8RI4FKCuNFo+LyaiUQC+XweyWQSq6urvrqkUilnuupx9Bogq+ECBDUGxyqYUvNjP1jeUkMOeA81xbGxMaytrfn6qF6vO26QyRc1NES9jPpb37FySxq2QC2LYKRhDMo3WVNSPbOe5513Ojj7n59zcaGGTHCmtsz2810PSlTrGqTnsJ3sC+DiQKJ0o/X0K+oB0pVItbtWJqMdpEFSqVTwwgsvIJ1O4+DBg84bxwnBKPlcLuc8eevr624bDQCnPXGbDSe6AoEekUYQ44Ql6U1vWTKZxNmzZ1EsFp22oGR2qVTC2bNnfSEB9n1QawL8vBIBRb1nFHoh2Wfkp5TzIglPbZHSbDZRKpWchjoysn3gBQCfNqqeVvY1zUs+n2BFD2+lUjmPoGd/UmNVBwiFz7K5ttQTScBnTBnHTqPRcKl7aIonEgmnzQ5C7Di2Dih+PmjZd8DVyhwclnobxHvpxGu18rULN6BwcK6srODv//7vUa/XMTMzg0OHDvmAklHZBDWahUq6c3WmZ4qmjmY2UJ4pFov5AldJqHNirKysnAdqExMTmJ6edlqaanMsV0W1D8AfFa8ZJviZktzUMtSzR1OMZpk14RllTu3UmqE08bjwsXwbY8X+Yx1Ue+L11jGkThHrKNKYOg3ZYLttjJqamsC2k4LndraaA71IEL9lP4+Aq0exK10rr8cg1WdKKxU6SPNqV0YrYCXvsby87Aj72dlZTE5OYmpqCul02meaEtzS6bTLqmq3+/BZ5MOoqagWRCKaP1zZR0dHXeDryMgIxsfHMTEx4bius2fPutN4+BwNIlUA4mTUPuJEpXmpoQ9qmpFz4n7BZrPpO5BDy1OtmLnAZmZmnGmryRrVZOT/NFMVhDjONDSC4KQBpXrYq8aQsf56P/9n/5BDA+AoAsCfeoeOANaZ42VQY11NYvbhTsieB64gM8wCAAeZengG+fydEIJHpVLB2bNnMT4+jksvvRSzs7OYmppyMVc8nouHRcRiMQdenHQAnIbGyUUgoqhXjFoB71XtgUJtjs4AddtTA9JJoIuLJh0kIa4TRU1/1az13pGREbdPj8ebBS0GrOfi4iIOHjyIgwcPYnNzE5VKxZ0CTj7P8lB8Lv9WjszGlmn/EYB0cVMQo9ZM0GG4hMbaKdmvmrLGb1ELU9N7EKLeSg2P0MUoCocYggwTuHSlHTZxyefQDFxZWcGpU6dw6aWX4rLLLnMTMZlMugyjbG+5XHYErm5kVmKapha3lfAaNW3YTs0YwYMgaDKS/LbmDu9Tc8iazAqO7FvVBjk519fXkU6nMTY2hrGxMXie5xIU0lS22jDBAADW1tawubmJfD6PyclJX/wXCXF6bzWEhHXT969kPPucWiO3Oqk3Etg21dUZoZ+pM0M9mjZ0BYDLBDKMiHntQ31PXBR6DS/qJBFwoXMMVjvRl6OTt9VzdkoDaza39jXWajWsra1hdXUV11xzjdM64vE4JicnndtcUybTda7kvZpIlkTWycn/s9msL9UNgyk1TbKaR6yTaiUWCGiu8RnWK6hAyzIJlARcGw9GzWl0dBSFQgHj4+MufGBzcxNLS0sOBLkPlOEYDJXgFiLViIK4LK0/wUYdEzSTCWQMxlUinmOIfa6UQywW852RqY4M3f0waAka18PwXqrseeAK03Gq8gdJu1VDNQ5OXms2tbq3U9048MMAHgeoLZMAdvr0aTeAL7nkEpdY7sCBAxgfH0exWMTS0pIjrel15MqtpgAnDHkeq2EB29tkaAYyz/no6CjGx8ddaAbBhpOXk5JBrUqysw84+Xm9OiJYf413oiZKfimXy7ktTjzWjTFPExMTAICDBw+6oFye5UgnBB0ONEPZz5rfX4HDkukESvVOqrbL73O5nI8LU1OQ3krlBK1Jqf2icXODlFbj0o5F63HsV/Y8cHUjrVaJdquHvqCg6/Q7rroabhD0LFWztdwwYuvCz6rVKp5//nkUi0UsLCzgpS99Kaanp10ee2BLC5iYmHCpYZR30lxUFsyA7bMEtQ4Mr4jH445/q9VqDsw4yemNpKbECcfnAtumoW51UYJfOS7t52w2i/HxcQcsIyMjKBQKSKfT7qDdRqPhQIje0EKhgJmZGczMzODMmTOYn5/H+vo61tfXnedROb9UKoWxsTEAcGS+cknqOVVSnmUQ+GnWcSuX5sm35wrookgg47sjyOkY0t0Lg5Sg8amWiHJ5gwKvCLiMBIGJJR5V9P+wpCfBzvIDYTyMrUQnO8u04LWxsYHFxUXU63WMj4/jkksuwYEDB5xm0GxubW8pFovIZDJOC6hWq+dtR2HwpObF0sGpALq+vu7MNAIIAFeW7ku0W2hYL+VQNJhSPZPK2RFYmElUD88lgU5Nk/3Bk7FpLq+trWFiYgITExOIxWI4d+4cisWiL+2NOgEYq0az1Eb0870EhViQY8xms+5HPY7cVaDgbjdj61YpLjIEO/Wu7qSoJTJI2TfAFaSJBF3TDjh6JRrVnGy1OlnNrRcvjNX0gp7FSfLd734Xk5OT7ugqAtjGxgZmZ2cdqc7MmRzwegI2sJ3umJNIt/cQLHkgLQFJV2BqHNQGtFxur9EFwWZSoCYI+L1bmtGhWq067RGA+5+bp+v1OiYmJpDJZBzpztCSYrGIfD6PdDqNQ4cOIZVKYXl52XecGOtfrVZx8OBBAHAeSO0LtlcnMrdeaZpnLhbMRqGmILA9Xthfai5reh51oOgG66Ax06smtJO8rcq+AS7VmoDedqv3slopYFk3PxDsGOh1IIS9b3NzE3Nzc3j00UdRKpVw1VVXYXZ21plXBw8eRLVaRa1Wc0Q768kNvRq8SrNPiXECTKVS8aW3IQ+l24Z00mrMEn80gwI5LGogDC1gripqfKp1sM38jB66QqGAQqHgsrUuLCzg7NmzPi2GhDq1KYaQ0PTV/YZM03Po0CF4nudO2qbJywWJvBTHAk1q3fdJcNM03Hq6kZZJoTarsWk0j4PiFPlO++GfLgRoAfsAuKzZotpNp07vVcNSlzXv5zOD1OagAdXLgLDta1UOTYcXX3wRxWIRZ86cwfd93/fh4MGDKBQKjmvhKdAEKkZoA3CTjJMQ2A7mpDcsFtvOucWJo6lwlDSnaGYK/Z9EvS48GmDJelhTyS5YCh7pdBpHjx7F8vIyYrGteLalpSUHbhqaQe2NQM3gWoryhDMzMxgdHcWpU6cQi8Wc+UtTT+PiNAGhEuisO4FeeUDdeK0b1sljaegNQYsab6txs9tkzwOXSjtzLUj6ITGVv+oWAPslT8O0kZ7UYrGIZ555BgsLCzh8+DCuvvpq5PN5NBoNHDx4EKOjoy7qXYNSGdLASU6OSvc7cnISLDxva9uJer2UcFdT0RLbfI5G92swqsaAaVob5YnoCSQ/VyqVcMkll+DgwYM4c+aMAxSCvg18VU6J4E5AIU9HR4SGbagpTVBV7of/W9LdmogUjSdTzkx5L44BLhIE91ZjYbeB154Hrn4I714liCBXbSjMIBlGtLEV9g25lLW1NVSrVVx77bW45JJLMD4+7tI/c78juSflYNR7xEnIiaxhCABcDBQBgCaclgFs81V0HGg8E8FTQYvENoHDaraWH1pfX8fc3BxGR0cxPT3ty+fF+jNwVc0vAg/bQI2JdVhcXMQLL7wAAOeZv9QQFZStY8bGoxHMqKlp37LONmBXTUXWI2ibT69c6sUgex64gNYajJpTg1xxbFiE9e4FcV1BddMBGOaebkX7hfFezz33nNM2GDZw4MABR5RTQ6pWqyiVSi5vvIYhMCuock5sj00RQ2DQuCZg+/RmnVycuAr+1PB4DwHETl62V0+rjsVieOGFF3Du3DkXKU/+LJ/PI5vNnkeQ04tqKQDV/vidgh2Ble0gQCmfxnIIutTKND6Q12v6HU3pYwOBlZgPkl7pkAst+wK4KAoCClpWC7LAo5+HeclB99kywpYzCHNV29PJq1qtVvHcc8+hXq9jfX0dV155pdvywknfaDQwOTmJYrHo8tTrMfYM7GSgp5o9NC+VgwG2NRZg2zQcHR31aW128imQq3amuahU29FN0QSEtbU1l35HY7/I7bFeBDWNN9N3pMDBvxWg2TZ1MgDbYKz9xP/ZdiX0qT1pZgoFfAUuGyLS6p3r+9gtsi+Aq9ULafWyWnn4VB0PAyhBZat21w0o9aJtWU0vzAAl+Dz//PMolUpYXFzEy172MsdbTUxMuMnKsAnGQtVqNRevRdOSE5SARV5G461Yns2Ppfv6qO3YSWi3CHFrDLUi1XqUSwP82VO1f2iaaZI/go+2h/dZU5fXplIp9z0DS+ms0OfafYn6LGqoNLcJeroYsL/YRxrP1SoMQseIjolB8F3W5B8GIA7cwG00Gnjf+96HY8eOIZPJ4Hu+53vwH//jf/R1nOd5eP/734/Dhw8jk8ngxIkTeOaZZ3zlLC0t4ZZbbsHExAQKhQJuu+22vhKgaWfal9VOFGh0gIZ95qA4trAvv51JELbNBJFz587hiSeewJNPPolisYh4fOvMvwMHDuDAgQOYnp7G5OSk7zxCggE1BusN42RS178Cjk3jYqPjdfuMah02kp0amuWOmJOKZWlKHe1nm87aaoP23Wq/MniW4RP06jHrLO/ju1Ingv5P0GI92E4APkcC484IgDQj1QkS5p3bdoQVu5iro2FYWtzANa5f//Vfxyc/+Ul89rOfxcte9jJ84xvfwFvf+lbk83n84i/+IgDgYx/7GO6991589rOfxbFjx/C+970PN9xwA775zW+601RuueUWnDlzBvfffz82Nzfx1re+FW9/+9vxuc99rue6WbU+SLhSW1MAaL/vsNNzLwY1vNs6NBpbJ2d/61vfQr1exytf+UokElupmemhY5ZQZhXlOY8KMDzphhkWdPLq0V2Wa7QTjo4AgiA9hAxtoFlnOSc1H2n22QMpuCApn6Rmn24G13AEYPv96kG2QX3Juiho6ffqfWXdCTyZTMbNDT3hmt5StoHabLPZdAHEnUxF3tuP2Hc37PEe8wbMzP3oj/4oZmZm8N//+393n910003IZDL43d/9XXiehyNHjuBd73oXfuVXfgUAsLq6ipmZGXzmM5/BzTffjG9961u45ppr8Mgjj+C6664DAHz1q1/Fm9/8Zrzwwgs4cuRIx3ow4jmTyfhACGjfqZxEQS+7HyKzVfxW2KDWC8lBJBIJjI2N4corr8QrXvEKfM/3fI9LWXzu3DmXQWFpaQkvvPACVldXz9s43Gg0kM1mUa/X3YlEBDHNQqEgRq1KQwj4P0GM342NjTlg5IQlqa5pp9VDx0BYAG6rkyYb1H2RgD+/FrDtDLCeUNUQlaOisO4KhhoSoY4YBpAeOHAAqVTKZa3QfmNkv5461Gw2XRBxuwQCF8uiCmzVhXtBudm9lQzcVPyhH/ohPPDAA/j2t78NAPjbv/1b/Pmf/zl+5Ed+BADw7LPPYm5uDidOnHD35PN5XH/99Th58iQA4OTJkygUCg60AODEiROIx+N46KGHAp9bq9XcYaj8sRKGWwoigSntSPdOEvTMi2XAdBLGe33rW9/CX/7lX+If/uEfEI/HMTY2homJCRe4Oj4+jkKhgHw+j1wu5/OO0dTiRCKwWWcFzUzyWRo4SaAiuLDceDzu9jna8ARqIzrZVZMih8b79LmM+NfQDIIpQxIYbKsJCwmmBBJ7FBlBi22naammLkVDKOgcoRNC49rsHkZe22lhHNQYVI4x7GLcjwzcVHzve9+LYrGIq666ynk1PvzhD+OWW24BAMzNzQEAZmZmfPfNzMy47+bm5jA9Pe2v6P+/6vAaK/fccw8++MEPhqqjusqDtuAA4V5oN9qXmhYqdjW2spPu6narL1fD5557zpleL3nJSzA6Oop8Pu++Z2bVWq3m0kmzjeS17PM40ZWk5ncENTshNOUNhfsorWdPvYCaNZSmFssnaLJs5dmo3RBkCoUCRkdHUSqVfNHvGrrBZ2igKJ0WnOjK4WliQd0i1WhspWXmrgUFPZqgPPvR1nmnxo7lgYctAweu//W//hd+7/d+D5/73Ofwspe9DI899hjuvPNOHDlyBLfeeuugH+fk7rvvxl133eX+LxaLOHr0aKCW1M5DN8xO1wEKbPMercTG4agZ1a78Vt9R7DVh28wJ8t3vftdNkJe85CUYGxtze+3IPQFbx6KdOXPGJSlU0OJkVhNYI+KZ0YGTlGEDABxZrdtdmF3VeiD5P6+l5qPhF/QekjOjWA+iAg8PB9FMEYB/IdQofv6vGh37QMGUE185L2B7H6LlYBXcWX/udOhHeuG+dtKCGDhwvfvd78Z73/te3HzzzQCAa6+9Fs899xzuuece3HrrrZidnQUAzM/P4/Dhw+6++fl5vPKVrwQAzM7OYmFhwVduvV7H0tKSu99KKpVyZoEVdYkDrTvYXjdoUWCxvFur61uZp0GR9bw+CJitY0I1uW7ay0DV06dP47vf/S4OHz6MXC4HAE5bKZVKLnA1lUq5JIVMVKgmWzabdYkGlR/S7TYkvm2ApwVK1k/NMnoEGUCrZzfyMzoY1ESlWNCi6ab5xdTBwL7WYF0uVjTtmFmCYMN60NuqUfIEbuXVNE7Nel9pJvZLyIe9xo7DnQKvgQMXd9qr6GA4duwYZmdn8cADDzigKhaLeOihh/COd7wDAHD8+HGsrKzg0Ucfxatf/WoAwIMPPohms4nrr7++7zra1YzSDrQsmWq/A1qDkEZa64DqpMZ30saC6mjvb2USh6l3u3qtr6/jzJkzLoMoCfJMJoPnn38etVoNmUzG5bPK5/MYHx/H6uqqO9tRo8k1kJJAA8B5xRRwdaO2EvZK4KuGxTrTXFPw529rwnGMKAGvQa4aEsG+tRyWfq6ipL/u/1Rg5vfqhKDQXLXgxF0M7U7xCQpbCJIwAMR6sa47Gcg6cOD6sR/7MXz4wx/GZZddhpe97GX4m7/5G/zn//yf8a//9b8GsNXYO++8Ex/60Idw5ZVXunCII0eO4C1veQsA4Oqrr8ab3vQmvO1tb8N9992Hzc1N3HHHHbj55ptDeRSt2NVQf6u063AORl3R7fftzLFeA0h1QnYaEDqAgO3JOuiBxJV9YWEBL774oksDzZOFuBWIB88y1fHk5KTj+hicSTAA4NNQCBAAnLmlBDaBhvexrUwcSNNRA13T6fR5qZwJFDR3bbYGG8NldwAQ3LgJWzU8TZzI2DH93nJ/m5ubzvFAfljLJGBr/Jpm06AnNSw53mm8dyPqEd0J4Bp4OMTa2hre97734Qtf+AIWFhZw5MgR/PRP/zTe//73+zJQfuADH8CnPvUprKys4PWvfz0+8YlP4KUvfakrZ2lpCXfccQe+9KUvIR6P46abbsK9997r0uN2Ek0Ap8KBSh4krOiL6TQwugn0bFVWr4BjQbUTp9ePpNNpXH755Th27BguueQSXHrppRgbG8Pi4iJOnz6NpaUlvPjii4jHtw7mALbzWzHBYLVadSmRqflouzUuSzmpeDzuwh9UQyKoEtRoBnLTNA/DWFtb822hKRQKqNVqqFQqLd8L34nGevFz1e4ILqwLT88eGRlxkfMEUj6fwKPeQj6j0Wi4+gNwQEbzc3V1FSsrKw50O5mJ6hQZhKiGqGEdvZQTNhxi4MB1sYgCV9AqYG3zVi806Jp20s1Lawdcvaa7DSpzGKlzATguKpfLYWZmBq961avw/d///ahUKviHf/gHVCoVrK6uOjNSTRiS2tVq1Z1CpBOXQMTAUmo4Gg5Ac0wBg2WqeQnARf0fO3YMiUQC586dcxOfaapfeOEFLC8v+5wGlndTwp7XkWtT85AmsI2jYl4zPldPIKLZzTGoJ27ncjmMj487Xi2XyznQWlxcdG1uF4dopReOM0gs/bETwLVv9yq2IraDrlXPTScJIiztM8K8VA6GfldGvbdVvXoVz9vOtkBNgllFq9UqYrEYDh06hEaj4dKw6ATLZDKYnJzE+Pg4EokElpaWAGx7CKkV60RQjoraWywWcxqNcokk4Ll48VTvWq2GkZER30G5zGjBUARaBzaiXa/RXGNqfmrcl8aVKadGTYvPsGEi/JyxaJpmmtxYsVj0gZa+c0tdtHp/g9S69O9BjzUr+wK4giSsN8Su3GEkCATDmJhal3Z8Wad7dZJ089xehcGWzz//PL7xjW/g2muvdZHsyWQSa2trzqSrVCpYW1tzpk8qlXJxYGxnIpFwIRTUVmzGVLaT+w11D2K9XndmZC6XQz6f94WgMO00D80tl8sA4GLOAPi0LiXZ1bsHAJVKxReioNfTBNREf3yvLJ/mKrU1DS4lV8e/qSHW63WsrKxgcXHRmbb6LsICxqCAJcijakM2Bi37ErhahRn0Eh8VJJafsmaogooVC1q9rF5B4MXPu5Fu2k2t5amnnsLy8jIOHz6Mq666CkeOHMH6+rrPHEwkEs7bSFI6lUq53PbktHRbi+aMVw1L08UAcKQ3gYtaIduhQbD0wgHbMVe6x5Jl2kWAmhwAlxGDsV3A9gEYNkMpwZfxaQpOdEhQU83lcshms67MZrOJc+fOuZRBJOKDxtCwF6p2ouNlmCT9ngeuIJW5Wxs8rOpNsUBhubNWZifrZcMt2pmx9jrVRrqpc6vyuhl8zebWCULPPfcczp07h0qlgmQyiZmZGWfWjY6Oug3DDDJl1g9u0q7X687dT7OMbdF8XhpkygMmGBemeyRJkMdiMQdO3GxNops/PK1HNRmrfamJSqCjSUoynWaubsvRUA3GbzE+DIAzV6mNatbXpaUlnDt3zsVoXUhw6iRqOg/SCaCy54GrlViNKAwohBUFLqrNam4oENpy9V7VzsKIagaaFZOiQBZmMKkJFAbo+VyaP9/85jexsrKCK664wnFZR44ccfVkHvt8Po9ms+k0ICXDqa1QM+KJQKxbo9Hw8WbUqNRrzD2HnEg8yIPhFwQ5BtJS61HNi2Ec1uPneZ7vM9aBgMTN6Lyf4MXzF6mBKbhNTEygXq+7A2tZpo3Sv1jFju9hOIf2LXCpDBK07H28V38HxZXZ64O+61TfIDOTn+tg6mYF7LXtzeZWWpVnn30W8/PzOHToEI4cOYLJyUnk83kcPHjQaWTkwxgiUS6XXV8QyBg+wK1FFJslQs8StJOH1yjRr2BL0041J0t6A/BpUSyboKOLDSPiqZGxX5gSSL2sNBnr9ToWFxfdobTUEKktXozC9uq4VqpiGBIB15DEglC3L7EbDq6VcCD1wzv0Q+DStFtbW8P6+jrm5+eRyWRw5MgRvPSlL3UglsvlnBmZy+Uc6Cm5TVMtk8k4QKAWRlNLtUONoyJ5n8vlnBeU12uAqW5spmZEUXI/yONLDTcWizlPIsMedFsPQx5IthMgCdo8bJYmMbDtIOrH7B+mtBtTw/Is7nngGsTLVm6q3+v7iaAPc10Q4Kl0S7iHNRM7lVOv1x2xXCqVsLKygle84hW45JJLkEgk3FYValU8RZoeN2A7IwSDigki9FhqPBeJffbHyMiICzJdXl4+b4O7RrEzXILP1a1JmueL5p9ycfxbSX4CMutMkGMmiI2NDZeKSQ/PtX3YqY+HSYa3k6DntuJxByV7HrgulLRbIa352I10IjxtrnEl6bvV2rSeg5gUHMyVSgVnzpxxZtXRo0dRLBYxOjqKQqHgzC5uHaL2w2009MAxKl6dLdS2LBe0sbGB+fl5n+moWjA1HAKHakMEXnJW8XjcEelBgaqarVQDTVkGubJKpYKlpSWUy2V3KnYv5hU1x2EFGvciwwbSfQ1cQTFOQVttugWYdqtNrwOT0mkwcA8fNRitz06aiZ1kY2MDp0+fRrlcxtLSEi699FJMTk467qtUKjnOh+3nthhqWJrehoGkGgSq+xoBuPMWuXXGOjDsgbDqxfQ8D9ls1pmtqmmpaUlnAwl2Pr9Wq7nMr8lkEufOncPKygpKpdLAku/1E/TZa8hMKxmWN5Gyr4GL7mygdaBmv9yCEuPtnhMk9JzZ/9tpciSYLdj1YzIOSzY3N7G0tIRvf/vbiMViuPLKKzEyMoJ8Po9CoYBMJuMjqEnck79SDyTbxN9BebWYlTUWiznvJEUBiqKbnWlGMlqePxrJnkwmXVZU206atKOjoyiXyy4mK+xYCCLAKdQ4+x2n/YilFYY9tvYVcLXjbDT2qVW8VTcg1so8s/+3Ks8CHtBZW6PJoiZUK/5hmKKrdyeAbDQaWF5exhNPPIFisYj19XVcccUVmJqawuzsrIsSZ+545lbXSHqS9BrqQA1IwYigwvxZBCWanUqC0/SiiacmIUWj3+PxrVTW/F/TOzHoVrksmpraT1bsOGwXzqLjd9j8UlA9VUvdiQVxXwEX0HlPIq+xwkEaJviv01aiMDFa7WKwwtzTTlUPO7DsKt+NOaGZSzvxa8xp/53vfMeZt7Ozs5icnHQeOhL36XTaF+/FgFEb8qDP1XrTnLLbeBhPBWzHillei31CbyE1K8aOWVBjDBfTO+u5k61CXVR0PAaBWFCfDtP7GLSBm1bLoPnQTrLngcu+yH5t7zCDotPKw8/DEPiqPezUQQS2DvytQNauD0dHRzE5OYmRkREsLS057UJJdOB8jYI57Wu1Gr7v+74Pl112GY4ePYpcLodyuYxSqYS1tTVn4tEzR6EZRw2IorwVo/LZHgIUg1Hp0SPwUGsjWNHDyADSF1980XkKz50757g1eiXX19edudttxLulCdTbGDS+SBWEKbcXb3E73lY1vp2QPQ9ctrN7VWftxtF2Yiek1Vha1S2onjoYdmJQaN1tECFBtJ3mRROrUCg4glpNOe17C9zkrU6fPu1O0Z6ZmcHExASy2azbo6fR85qUD4CL+9I4LgsWNKU50clRcXEA4LYjMVAUgLsmm80im836iHVud7L9yO960YLsPXYc9DIe+jHngtqgc2InOdM9D1xBGpdVt8NKmMGn2TdpPugg1meGUetVUyCYKGE8SFGNyK7u1u1P0yxIGCtFQlvLVwmqP8FmcXER5XLZnaN5+PBhZLNZXHrppVhaWnKxWNSGCGLK8wQdMqJbhagVqTnIE7ip4VSrVSSTSd8eSIZMKCBbnmdY5pqOn06hMUHUxzC8fRFwDVnsS98JezyIiO8FLFlXxgjZY7G6LS+IGwHaOwCs5hDUfzTV6O5XPidsf3PiM7apVCphYWEBl156qTucI5lMOpJb+4EeRGqLynuR+6LmxOv0fEQmPLTR7/wZHR11eyF187clp4cBXEGmXas+bfd8G/mvde/F3NspXktlXwGXSi/ZIcJoOFyJOXDs/q0wHsVO5XdzXp6CRrs2t/JqKdgr6LUqS7Ua7iPsJ7aIHjqaiADcQbSaBoYaILfWaEqbeDzuYrQY50Zgo6nJGLFYbCulzOjoqNt6U6/XUalUXGYLYCvD7urqqks5rTzPTu0pDPM+WwGKBZt+yPVhaHGdZN8CV7fSTh23k15XNFXn7UDphi/jPTyfsFsnAcGk2wFmgVcnRCdv2CAHc71ex+rqKp5//nkcOXIE2WzWHcLBFDN6mCrBhOadHntvY7yYfaFSqWB9fR21Ws2l3dE9hcDWmQrce6lm8DCDdXuRdvUJ4i75mecNPnvpMDSyCLi6kKAd750Idv62fFDYF2kHUljAC9L4+h08ak5qxPgwRc0YBqwmEgkcOHDAabC6r5CpX8hd6YTUIFHd8lOv1138F3NtMaMqsL33kV5Nm15GgXoY/dHJQx3WGlCxwKSacS8aVysZlhkZAVcIsWR+rx6iID5oWCSuOgVsaAX/1u/CijUddwK49G/ucyyXy5icnHQakd1kDcD3P8FKszwA255CAhc1WpqhNDG5uTrITNcFalDCulKDDCO9atRqIQxShjW2gQi4Qgu1nl5fxjAmeSfgs2RxUHhFL+25kGYRubPl5WVsbm66aHVqSwQttpegRfBhACgDTglczArB3wpa1DB7DWvoRXSvZTvgsk6BMKLXDjMuUMdeZCpeIBmUdsSXGGbAKOAE5YBqVydrIgZ5BHdqEg5DGo0G1tbWUK1WkU6nXdoZYNs05+TXk691q1A8HndpmnkCkfJjmmhwp/uLzwwLLN1o0sPQrNQi4Wf8X09KGpTseeAaxGBTcr2fYEJdeXT7RFB5Go/E6yyH0s2WIb3HprrZrcJ9mTTr9BxCJdX5QxKfnj+GlDDPvfXE7URcVru2daMNtduEPUzRsCIdS3ZcWa62V6qCsueBC+gcqBdGer1XAaLb+C2rXQ1qUIatj07Yi81rpkIeiPnZgyaRtkPbpRqVysWijXYKa6BcqAXILsStrtH+tGO5l8VhXwBXv9qFquz2BXRSyduFIbR7Wa00tF6lF35O62fJ/mEDmQ7usCYTQaidqKYb5Gyx5H27+vGZ7cZWr+POtjkopCaoPjsttg+D6tGq7v04BvYNcNmBBnQHBnbSt/IwBr2ki8Uc68XNrZpJN8AXZAp0Ex+kKWM6pX/pRgbF85HYp7cxyDQC+ttPqNojtcJ+x5JdeAchVoMNCrUIqoPlb7uRfQFclCASsdP1FvRsWa2e0e9O+YsJ7BSkVfNsV0fVXHpZKII2tffLi4S5t5uod77jVvndwoo6YTxv60SgiYkJd+gtvag2cWIvEpSlo1/phQqx/dztjoN9BVy9rtj9TpRBrLq9SL8aSpDmqAA2zBznCloWNClBntadEsZ0DSKcgG1j4GyhUMDhw4fheZ5zPlhvXa+i5veg+qwdDWE1T31XQaZwWNnzwBU0ecO+tHZ8QidA0Mmm4LOTnrx+gUtV+lamcSvh6jkIkrtVGfTyDqs/bWCrPicMnxZWWFaj0UAymUQmk8Hm5ibm5+exurrasg69SKtxGSQ2I0inNvTDfXbrrd/zwKXS6yTipKWWYbmXVs8K4rvCDJigcroR3tOvNmD5QNt/7by1O+GVi8ViQ9P6dKEZhFc6jKTTaRQKBSSTSayurmJxcRG1Ws23Z1KlV7BQh4vNaqpjlokUK5VKKJBWTaoVId+OYulG9hVw9Tr4VM1V0ridEDzsoLLaV7t69go8QYOFZfUy0VvVl4OwH/AY9IbeQQn7jMAwNjaG0dFRlEql844+61disRjS6TTy+Tzy+TyazSZKpZLbJM7FMui+XmkIio3r03eqaXvCtKHdAjZo0N9XwNWrEISo0geptTqwlMC2kzusidrLoGzH+Qxi4Axa69gJrawfYf14+jawxW0xkHVQEottbxTn0Wxra2sONMMAezdmHcMQNBhUTUi2bXNzM3QKJe0PG8YyDG01Aq4upZMW1Cp8IMjkY5I7Ozi0jFb3dno+t6v0M3A4mFXj1GcMgm8Z1IAe1gRhWxn2MAjPXtAzNjc3XVZXHvTRDrT0HSjwEWzaSSsTO+jzfp07w8pDHwFXSOn0AlsBWitVOx6PY3x8HIlEAsVi0ZfFsx3otfLK2Gfxu245NW1PWE/RxSCdghl7Nb9jsa0zGM+cOeOSOA7DtFXAAtDSPFSxJl+/zphhyLDGSARcIaTXwaB8WNAqTYBqN5kUdJgTHUDgxl+r8tv7w0osFnObliuVynl11xxXwzAdey2zU0bQXt4j66I5/4cxGantdOoDXYhUA67X64Fbl4YtF4qjjIBryNLK68OzBIHWmlOrEAqmWWlFlvfKkVHS6TQuueQSeJ6H559/3h0vFpRxgn8Pwky7mDS4INmJ+nV6Rrtg10GC1sWoVavseeC6kKpzO7dwOyI1iCejltMubbNe24+Qc+Eqzs9szJR6ovh/p3J3YiJc7JOuF9lpM1BDLVr1ozqfdrqv9zxwhZVWMTFhVjOSkK2AKMhE7PZFdzNorfnYToLaV6vVcPr0aRfNreUqOLZrc1CdBr3dpFU/7hbA6gZgu+lrXg90dia1SodjHTJBotREpzYM2nkSAdf/L+1iqsJOzKB7W6n2YTgX3q8rGz9vJzpYlQ8JG/jneV5Lzc6uwGGzTii4D4IXCTKTB+mhvNhiy8JGr3drNrbyXIcFmaBzGIIkCofoUtpN2KDYExWd9J28bGE0LftdWFDsZhBRs7ExOgqArbyS9plBpmc/Go51t/cDNkGmdz+ifTZsjZDSTZ27jaUKM1bt9f04RTppVBFwdSmtXmC7TcJBvFS3qjqf3WngdjJBu5VWsTi9Zm4dpHqv9QnDoex2uRjbZR04/ZyjYMsEdq7NF5c+PESxL6fVqhoUUsD7d5IcHeSE7qUtwx6IaqJcDGKjvS+WelEGVSeCVpBG3q/sJFDvC+AirxKGtNaBq9fv5EBWU25Qg7Wbsnhoaqd0vP2YeRejNgIMznun48cuHL3Wy5p2/cSl2br102Zq+RFwDVD0hQcBWKd7KTvtimY9uz00IUji8XjogRWPx5FKpZBKpVqmTo7FYu5wVY3nuhikX5AY1Htutej1Wn4Qp9crUFhQDfrdj+zEXNnzHBdwfhKzbshkwG82dfNSBmnqhSVP+zXxPM9zUeKtnqmhDd2SumE1315Eszmwnt2WPwxtcNDZRoHe+0092pZQH5RnlovZMDXrfQFcQG/R3ZbE5GdhZRhpcof9XA2FaBdAq/vqunlOkLnTqRx7Mk+n8tW72kvKnWF6FXuZyApWdvHsFiC0DAX5TtLuHQSBaS+LWjey501FSi/ob19SLybITpP6rQDLgkRYacWB9LIQaP2CckC1q5v9LujaeDyOgwcP4pprrsHhw4cxMjLS9Tvrlk5oV18tq19zsVUW1HbvoJWDx34exrxu937sGNEdFsOK8dpXwNXv/f2YX2GfETTYun221RD1dOawkzLM87qtl31+WO4taPCzXdq2bDaLf/pP/yne+9734sd+7MeQz+dD142ioNqrsH3kAdkG5ZE6vQOtgy4SQXxjL/Wz5rrlgVu1qVVd+R5t3Tq1s9WY7yT7BrhUwgJJp2OWunlemIGaTCZ9pDifGTZHUtDnquF0OyltcsR+SG96KlmWzSDbDQgmEgnkcjmMjo76ACGVSuGKK67Ay172MkxPT/dkJg5KO04kEhgfH0c+n3ena7N9PU1Ukzk3zLvotEgFBRb3QomoBGnPncrq5Vn7huOidEN060BpZSqFncyqPgdxFfy8XeI4rXsr0lzrbdvRrbSqZ7dCT6UCljV3upFkMompqSmUy2UsLS25d7C+vo6vf/3rmJubw+OPP46VlZWu6zoochrYSj5YrVZ9p/SElXb53frl4IIWQ5V+ytfxYsdPqzEbAVcI6da0UR5GpZfOti9QX2qz2XQZGeygVZ6k3cBt1TbNnaXPDlNfW+d+PHV2QHeqd5AwQ8b6+rrLic6farWKv/mbv8Hjjz/uAONC7Tn0PM+XDqjdgtSp/ZZIDyLBhy1B9aTmZ3PGqTY9rNxt+w64gPD8DXD+2W9A55iXVjvz7eS3EzjIfNIXb82FIM3KegMVfKwHr5NGZa9lm7rNqtpsNlGr1QK1rW4lFothc3MTS0tLALb6TIn+Wq2GarV6Xr0HJd1o65ananVdv/UZpARZAfrbftfqc5VhLB57HrgGoVr3KmE4lrAHIVhpNxHsityuHmE5kHafdRLP81x6nEE5SYJAtR8HSjfP7+baQZmew26XPqsbGdQY6Va6fsLXv/51/NiP/RiOHDmCWCyGL37xi77vPc/D+9//fhw+fBiZTAYnTpzAM88847tmaWkJt9xyCyYmJlAoFHDbbbehVCr5rvm7v/s7/KN/9I+QTqdx9OhRfOxjH+u+dZHsWQnSWCPZP9I1cJXLZbziFa/Ab//2bwd+/7GPfQz33nsv7rvvPjz00EPI5XK44YYbnPoOALfccguefPJJ3H///fjyl7+Mr3/963j729/uvi8Wi3jjG9+Iyy+/HI8++ih+4zd+A//hP/wHfOpTn+qhiZFEEslek5jXh5Eci8XwhS98AW95y1sAbGlbR44cwbve9S78yq/8CgBgdXUVMzMz+MxnPoObb74Z3/rWt3DNNdfgkUcewXXXXQcA+OpXv4o3v/nNeOGFF3DkyBF88pOfxL//9/8ec3NzLg7mve99L774xS/iqaeeClW3YrGIfD6PbDYbrcqRRLILxPM8rK+vY3V1FRMTE22vHagx+uyzz2Jubg4nTpxwn+XzeVx//fU4efIkAODkyZMoFAoOtADgxIkTiMfjeOihh9w1//gf/2MHWgBwww034Omnn8by8nLgs2u1GorFou8nkkgi2ZsyUOCam5sDAMzMzPg+n5mZcd/Nzc1henra9/3IyAgOHDjguyaoDH2GlXvuuccdYZ7P53H06NH+GxRJJJFclLJnIufvvvturK6uup/nn3/+QlcpkkgiGZIMFLhmZ2cBAPPz877P5+fn3Xezs7NYWFjwfV+v17G0tOS7JqgMfYaVVCqFiYkJ308kkUSyN2WgwHXs2DHMzs7igQcecJ8Vi0U89NBDOH78OADg+PHjWFlZwaOPPuquefDBB9FsNnH99de7a77+9a9jc3PTXXP//ffj+77v+zA5OTnIKkcSSSS7ULoGrlKphMceewyPPfYYgC1C/rHHHsOpU6cQi8Vw55134kMf+hD++I//GI8//jh+7ud+DkeOHHGex6uvvhpvetOb8La3vQ0PP/ww/uIv/gJ33HEHbr75Zhw5cgQA8K/+1b9CMpnEbbfdhieffBJ/8Ad/gP/6X/8r7rrrroE1PJJIItm90nU4xJ/92Z/hh3/4h8/7/NZbb8VnPvMZeJ6HD3zgA/jUpz6FlZUVvP71r8cnPvEJvPSlL3XXLi0t4Y477sCXvvQlxONx3HTTTbj33nsxNjbmrvm7v/s73H777XjkkUdw8OBBvPOd78R73vOe0PWMwiEiiWR3STfhEH3FcV3MEgFXJJHsLrlgcVyRRBJJJDshEXBFEkkku04i4Iokkkh2nUTAFUkkkew6iYArkkgi2XUSAVckkUSy6yQCrkgiiWTXSQRckUQSya6TCLgiiSSSXScRcEUSSSS7TiLgiiSSSHadRMAVSSSR7DqJgCuSSCLZdRIBVySRRLLrJAKuSCKJZNdJBFyRRBLJrpMIuCKJJJJdJxFwRRJJJLtOIuCKJJJIdp1EwBVJJJHsOomAK5JIItl1EgFXJJFEsuskAq5IIolk10kEXJFEEsmukwi4Iokkkl0nEXBFEkkku04i4Iokkkh2nUTAFUkkkew6iYArkkgi2XUSAVckkUSy6yQCrkgiiWTXSQRckUQSya6TCLgiiSSSXScRcEUSSSS7TiLgiiSSSHadRMAVSSSR7DoZudAVGJZ4nuf7HUkkkVzc0s2c3bPAtbi4CACoVCoXuCaRRBJJN7K2toZ8Pt/2mj0LXAcOHAAAnDp1qmMn7FUpFos4evQonn/+eUxMTFzo6lwQifpg9/SB53lYW1vDkSNHOl67Z4ErHt+i7/L5/EX9snZCJiYmoj6I+mBX9EFYJSMi5yOJJJJdJxFwRRJJJLtO9ixwpVIpfOADH0AqlbrQVblgEvVB1AfA3uyDmBfFC0QSSSS7TPasxhVJJJHsXYmAK5JIItl1EgFXJJFEsuskAq5IIolk10kEXJFEEsmukz0LXL/927+NK664Aul0Gtdffz0efvjhC12lgcg999yD17zmNRgfH8f09DTe8pa34Omnn/ZdU61Wcfvtt2NqagpjY2O46aabMD8/77vm1KlTuPHGG5HNZjE9PY13v/vdqNfrO9mUgclHP/pRxGIx3Hnnne6z/dAHp0+fxs/8zM9gamoKmUwG1157Lb7xjW+47z3Pw/vf/34cPnwYmUwGJ06cwDPPPOMrY2lpCbfccgsmJiZQKBRw2223oVQq7XRTuhdvD8rnP/95L5lMev/jf/wP78knn/Te9ra3eYVCwZufn7/QVetbbrjhBu/Tn/6098QTT3iPPfaY9+Y3v9m77LLLvFKp5K75hV/4Be/o0aPeAw884H3jG9/wXvva13o/9EM/5L6v1+vey1/+cu/EiRPe3/zN33h/8id/4h08eNC7++67L0ST+pKHH37Yu+KKK7zv//7v937pl37Jfb7X+2Bpacm7/PLLvZ//+Z/3HnroIe873/mO96d/+qfe3//937trPvrRj3r5fN774he/6P3t3/6t98/+2T/zjh075lUqFXfNm970Ju8Vr3iF91d/9Vfe//t//8/73u/9Xu+nf/qnL0STupI9CVw/+IM/6N1+++3u/0aj4R05csS75557LmCthiMLCwseAO9rX/ua53met7Ky4o2Ojnp/+Id/6K751re+5QHwTp486Xme5/3Jn/yJF4/Hvbm5OXfNJz/5SW9iYsKr1Wo724A+ZG1tzbvyyiu9+++/3/sn/+SfOODaD33wnve8x3v961/f8vtms+nNzs56v/Ebv+E+W1lZ8VKplPf7v//7nud53je/+U0PgPfII4+4a77yla94sVjMO3369PAqPwDZc6bixsYGHn30UZw4ccJ9Fo/HceLECZw8efIC1mw4srq6CmA7G8ajjz6Kzc1NX/uvuuoqXHbZZa79J0+exLXXXouZmRl3zQ033IBisYgnn3xyB2vfn9x+++248cYbfW0F9kcf/PEf/zGuu+46/NRP/RSmp6fxqle9Cr/zO7/jvn/22WcxNzfn64N8Po/rr7/e1weFQgHXXXedu+bEiROIx+N46KGHdq4xPcieA65z586h0Wj4BiQAzMzMYG5u7gLVajjSbDZx55134nWvex1e/vKXAwDm5uaQTCZRKBR812r75+bmAvuH3+0G+fznP4+//uu/xj333HPed/uhD77zne/gk5/8JK688kr86Z/+Kd7xjnfgF3/xF/HZz34WwHYb2s2Dubk5TE9P+74fGRnBgQMHLvo+2LNpbfaD3H777XjiiSfw53/+5xe6Kjsqzz//PH7pl34J999/P9Lp9IWuzgWRZrOJ6667Dh/5yEcAAK961avwxBNP4L777sOtt956gWs3fNlzGtfBgweRSCTO8yDNz89jdnb2AtVq8HLHHXfgy1/+Mv7v//2/uPTSS93ns7Oz2NjYwMrKiu96bf/s7Gxg//C7i10effRRLCws4Ad+4AcwMjKCkZERfO1rX8O9996LkZERzMzM7Pk+OHz4MK655hrfZ1dffTVOnToFYLsN7ebB7OwsFhYWfN/X63UsLS1d9H2w54ArmUzi1a9+NR544AH3WbPZxAMPPIDjx49fwJoNRjzPwx133IEvfOELePDBB3Hs2DHf969+9asxOjrqa//TTz+NU6dOufYfP34cjz/+uG/Q3n///ZiYmDhvMlyM8oY3vAGPP/44HnvsMfdz3XXX4ZZbbnF/7/U+eN3rXndeGMy3v/1tXH755QCAY8eOYXZ21tcHxWIRDz30kK8PVlZW8Oijj7prHnzwQTSbTVx//fU70Io+5EJ7B4Yhn//8571UKuV95jOf8b75zW96b3/7271CoeDzIO1Wecc73uHl83nvz/7sz7wzZ864n/X1dXfNL/zCL3iXXXaZ9+CDD3rf+MY3vOPHj3vHjx933zMU4I1vfKP32GOPeV/96le9Q4cO7ZpQgCBRr6Ln7f0+ePjhh72RkRHvwx/+sPfMM894v/d7v+dls1nvd3/3d901H/3oR71CoeD90R/9kfd3f/d33o//+I8HhkO86lWv8h566CHvz//8z70rr7wyCoe4kPKbv/mb3mWXXeYlk0nvB3/wB72/+qu/utBVGogACPz59Kc/7a6pVCrev/k3/8abnJz0stms98//+T/3zpw54yvnu9/9rvcjP/IjXiaT8Q4ePOi9613v8jY3N3e4NYMTC1z7oQ++9KUveS9/+cu9VCrlXXXVVd6nPvUp3/fNZtN73/ve583MzHipVMp7wxve4D399NO+axYXF72f/umf9sbGxryJiQnvrW99q7e2traTzehJonxckUQSya6TPcdxRRJJJHtfIuCKJJJIdp1EwBVJJJHsOomAK5JIItl1EgFXJJFEsuskAq5IIolk10kEXJFEEsmukwi4Iokkkl0nEXBFEkkku04i4Iokkkh2nUTAFUkkkew6+f8AS6DXL7i0xV0AAAAASUVORK5CYII=", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f,ax = plt.subplots()\n", "ax.imshow(padded_full_color_im)\n", "polys = [mpl_Polygon(p, edgecolor=\"r\", facecolor=\"none\") for p in polygon_points_xy]\n", "for poly in polys:\n", " ax.add_patch(poly)\n", "plt.show()\n", "\n", "plt.imshow(grayscale_image, cmap=\"gray\")\n", "plt.show()\n", "\n", "plt.imshow(tissue_area_mask, cmap=\"gray\")\n", "plt.show()\n", "\n", "plt.imshow(blurred_grayscale_image, cmap=\"gray\")\n", "plt.show()\n", "\n", "plt.imshow(masked_grayscale_image, cmap=\"gray\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "square = shapely_Polygon([(5, 5), (5, 10), (10, 10), (10, 5), (5, 5)])\n", "scaled_square = scale(square, xfact=0.2, yfact=0.2, origin=(0, 0))\n", "scaled_translated_square = translate(scaled_square, xoff=10, yoff=5)\n", "im = np.random.randint(0, 255, (20, 20))" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f,ax = plt.subplots()\n", "ax.imshow(im, cmap=\"gray\")\n", "ax.add_patch(mpl_Polygon(np.array(square.exterior.coords.xy)[:, :-1].T, edgecolor=\"r\", facecolor=\"none\"))\n", "ax.add_patch(mpl_Polygon(np.array(scaled_square.exterior.coords.xy)[:, :-1].T, edgecolor=\"b\", facecolor=\"none\"))\n", "ax.add_patch(mpl_Polygon(np.array(scaled_translated_square.exterior.coords.xy)[:, :-1].T, edgecolor=\"g\", facecolor=\"none\"))\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "coda_scratch", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.15" } }, "nbformat": 4, "nbformat_minor": 2 }